{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tutorial for POPPY: Physical Optics Propagation in PYthon"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This document is not intended as comprehensive documentation for the ``poppy`` package. Please see [the documentation](http://pythonhosted.org/poppy/) for full details in the API, and the SPIE papers by Perrin et al. ([2012](http://adsabs.harvard.edu/abs/2012SPIE.8442E..3DP), 2014) for further background information and discussion of algorithms.  However this notebook should be enough to get you started. \n",
    "\n",
    "Poppy implements an object-oriented system for modeling physical optics propagation with diffraction, particularly for telescopic and coronagraphic imaging. This tutorial covers the Fraunhofer (far-field) diffraction mode of ``poppy``, which new users should start with.  Fresnel modeling is covered in a separate tutorial."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Getting Started"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You should be able to install poppy directly from PyPI in the usual manner: \n",
    "\n",
    "<pre>\n",
    "  pip install poppy --upgrade\n",
    "  </pre>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Populating the interactive namespace from numpy and matplotlib\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "'0.8.0'"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import poppy\n",
    "%pylab inline --no-import-all\n",
    "matplotlib.rcParams['image.origin'] = 'lower'\n",
    "poppy.__version__"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For all of the following examples, you will have more informative text output when running the code if you first enable Python’s logging mechanism to display log messages to screen. This can sometimes be more verbose than is desired, so feel free to turn this on or off as desired. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import logging\n",
    "logging.getLogger('poppy').setLevel(logging.WARN)  \n",
    "#Can be logging.CRITICAL, logging.WARN, logging.INFO, logging.DEBUG for increasingly verbose output"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Working with OpticalElements"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "OpticalElements can be instantiated from FITS files, or created by one of a large number of analytic function definitions implemented as AnalyticOpticalElement subclasses. Typically these classes take some number of arguments to set their properties. Once instantiated, any analytic function can be displayed on screen, sampled onto a numerical grid, and/or saved to disk.:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<matplotlib.axes._subplots.AxesSubplot at 0x1ff222fa278>,\n",
       " <matplotlib.axes._subplots.AxesSubplot at 0x1ff22557400>)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x360 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ap = poppy.CircularAperture(radius=2)\n",
    "values = ap.sample(npix=512)    # evaluate on 512 x 512 grid\n",
    "\n",
    "plt.figure(figsize=(10,5))\n",
    "ap.display(what='both')         # display phase and amplitude transmission;\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Optics come in two basic types: **pupil** and **image** plane optics. The circular aperture above is a pupil plane optic, as are SquareAperture, HexagonalAperture, and many other classes. Pupil plane optics are dimensioned in meters.  \n",
    "\n",
    "Image plane optics include various types of coronagraph and spectrograph image plane masks.   In the basic Fraunhofer propagation mode of ``poppy``, image plane optics are dimensioned in arcseconds for convenience.  Their physical scale is not modeled in detail, but is scaled proportionate to the implied angular scale of any images formed from the pupil plane optics. (The Fresnel mode works somewhat differently, but that's a topic for later.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "spot = poppy.CircularOcculter()\n",
    "spot.display();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "my_slit = poppy.optics.RectangularFieldStop(width=2, height=0.2, name='Horizontal Slit')\n",
    "my_slit.display();"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Optics can have phase as well as amplitude.  Depending on the particular class, phases may be specified using physical units for optical path difference in nanometers, or specified in terms of some number of waves for a given wavelength.\n",
    "\n",
    "Note that wavelengths are always in meters. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "poppy.ThinLens(nwaves=2, reference_wavelength=1e-6, radius=1).display(what='both');"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In addition to image and pupil optics, there are **Detector** objects which define how to sample a PSF into an array (pixel scale, field of view), and there are **Rotation** objects, which represent a coordinate system rotation around the optical axis. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Working with Optical Systems and Creating PSFs"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "One or more OpticalElements can be arranged into an OpticalSystem, which functions in many ways like a python List, but distinguishes between pupil and image planes. OpticalSystems should start with at least one pupil plane optic, and must end with a Detector element that defines the desired sampling. \n",
    "\n",
    "A basic circular pupil is simple to set up and to compute the PSF for, as it should be. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "osys = poppy.OpticalSystem()\n",
    "osys.add_pupil( poppy.CircularAperture(radius=3))    # pupil radius in meters\n",
    "osys.add_detector(pixelscale=0.010, fov_arcsec=2.0)  # image plane coordinates in arcseconds\n",
    "\n",
    "psf = osys.calc_psf(2e-6)                            # wavelength in microns\n",
    "poppy.display_psf(psf, title='The Airy Function')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that the returned PSF is in fact a FITS HDUlist object (from ``astropy.io.fits``), suitable for saving to disk for use with standard astronomical tools. \n",
    "\n",
    "The FITS header contains information about the calculation that produced the PSF. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<astropy.io.fits.hdu.image.PrimaryHDU object at 0x000001FF22400A20>]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "psf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "SIMPLE  =                    T / conforms to FITS standard                      \n",
       "BITPIX  =                  -64 / array data type                                \n",
       "NAXIS   =                    2 / number of array dimensions                     \n",
       "NAXIS1  =                  400                                                  \n",
       "NAXIS2  =                  400                                                  \n",
       "EXTEND  =                    T                                                  \n",
       "PLANE1  = 'Wavefront Intensity'                                                 \n",
       "WAVELEN =                2E-06 / Weighted mean wavelength in meters             \n",
       "DIFFLMT =  0.06875493541569878 / Diffraction limit lambda/D in arcsec           \n",
       "OVERSAMP=                    2 / Oversampling factor for FFTs in computation    \n",
       "DET_SAMP=                    2 / Oversampling factor for MFT to detector plane  \n",
       "PIXELSCL=                0.005 / Scale in arcsec/pix (after oversampling)       \n",
       "FOV     =                  2.0 / Field of view in arcsec (full array)           \n",
       "NWAVES  =                    1 / Number of wavelengths used in calculation      \n",
       "WAVE0   =                2E-06 / Wavelength 0                                   \n",
       "WGHT0   =                  1.0 / Wavelength weight 0                            \n",
       "FFTTYPE = 'numpy.fft'          / Algorithm for FFTs: numpy or fftw              \n",
       "NORMALIZ= 'first   '           / PSF normalization method                       \n",
       "HISTORY Created wavefront: wavelength=2e-06 m, diam=6.0 m                       \n",
       "HISTORY  using array size (1024, 1024)                                          \n",
       "HISTORY   Multiplied WF by phasor for Pupil plane: Circle, radius=3.0 m (Analyti\n",
       "HISTORY c)                                                                      \n",
       "HISTORY   Propagating wavefront to Detector plane: Detector (200x200 pixels, 0.0\n",
       "HISTORY 1 arcsec / pix).                                                        \n",
       "HISTORY     Propagating w/ MFT: 0.0050 arcsec / pix     fov=29.089 lam/D    npix\n",
       "HISTORY =400                                                                    \n",
       "HISTORY Calculation completed in 0.762 seconds                                  "
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "psf[0].header"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "By combining multiple analytic optics together it is possible to create quite complex pupils:\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x1ff2303e748>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 864x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ap = poppy.MultiHexagonAperture(rings=3, flattoflat=2)           # 3 rings of 2 m segments yields 14.1 m circumscribed diameter\n",
    "sec = poppy.SecondaryObscuration(secondary_radius=1.5, n_supports=4, support_width=0.1)   # secondary with spiders\n",
    "atlast = poppy.CompoundAnalyticOptic( opticslist=[ap, sec], name='Mock ATLAST')           # combine into one optic\n",
    "\n",
    "plt.figure(figsize=(12,8))\n",
    "atlast.display(npix=1024, colorbar_orientation='vertical')\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And here’s the PSF:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 864x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "osys = poppy.OpticalSystem()\n",
    "osys.add_pupil(atlast)\n",
    "osys.add_detector(pixelscale=0.010, fov_arcsec=2.0)\n",
    "psf = osys.calc_psf(1e-6)\n",
    "\n",
    "plt.figure(figsize=(12,8))\n",
    "poppy.display_psf(psf, title=\"Mock ATLAST PSF\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Multi-Plane calculations"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Many optical systems involve propagation between intermediate image and pupil planes. For instance, spectrographs will have an entrance slit at an intermediate image plane, while coronagraphs can have a dizzying variety of image and/or pupil plane stops, occulters, and phase masks to shape the diffraction pattern. \n",
    "\n",
    "As an example of a more complicated calculation, here’s a simple classical Lyot coronagraph. In this example we intentionally create some blank planes in order to show the intensity both before and after the coronagraph stops."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The total intensity in the output PSF is only 0.016 of the input.\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1008x720 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "oversample=2\n",
    "pixelscale = 0.010  #arcsec/pixel\n",
    "wavelength = 4.6e-6\n",
    "\n",
    "osys = poppy.OpticalSystem(\"test\", oversample=oversample)\n",
    "osys.add_pupil(poppy.CircularAperture(radius=3.25))\n",
    "osys.add_image()\n",
    "osys.add_image(poppy.CircularOcculter(radius=0.3))\n",
    "osys.add_pupil()\n",
    "lyot = poppy.CircularAperture(radius=3)\n",
    "lyot._wavefront_display_hint='intensity' # advanced tweak: ensure intensity rather than phase gets displayed\n",
    "osys.add_pupil(lyot)\n",
    "osys.add_detector(pixelscale=pixelscale, fov_arcsec=3.0)\n",
    "\n",
    "plt.figure(figsize=(14,10))\n",
    "corpsf = osys.calc_psf(wavelength=wavelength, display_intermediates=True)\n",
    "\n",
    "print(\"The total intensity in the output PSF is only {0:.3f} of the input.\".format(corpsf[0].data.sum()))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The OpticalSystem class has a few attributes that can be used to adjust the properties of the calculation, for instance the location of the source can be offset from the center of the field.  \n",
    "\n",
    "Let's repeat the same calculation, but with the source moved off-center. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1008x720 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "osys.source_offset_theta = 45.\n",
    "osys.source_offset_r =  0.3  # arcsec\n",
    "\n",
    "plt.figure(figsize=(14,10))\n",
    "corpsf2 = osys.calc_psf(wavelength=wavelength, display_intermediates=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Working with PSFs"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "``poppy`` includes several utility functions for evaluating and displaying PSFs.  These all expect PSFs in the HDUlist format returned from ``poppy`` calculations, and use the FITS header metadata when rendering the display. \n",
    "\n",
    "We've already seen the ``display_psf`` function. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAd4AAAF1CAYAAABGRYvuAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzsvXt8XddZ5/19LFk3S5YtXyLHjuK4dp06SZs0aRJoS+8lLdAUKG/TlqEwMIUZCm+5vC8FZiiUMhSGdxiGwkAopaUvtAwFSsrlbQttQ0ubtEkb0lwb13Yc3+KrbMuSLUta7x/P82Sts7WPdHTOsXQkrd/ncz7Svqy119577edZz11CCGRkZGRkZGTMD1Ys9AAyMjIyMjKWEzLjzcjIyMjImEdkxpuRkZGRkTGPyIw3IyMjIyNjHpEZb0ZGRkZGxjwiM96MjIyMjIx5RGa8GaUQkX0i8soqx14sIo/P0HZIREZEpO3SjXD5QETeKyLvX+hxZGRkNAeZ8S4xiMjnROSUiHReqmuEED4fQtiZXLOCSYcQ9ocQekMIk5dqDEWIyBYR+SsROS4ip0Xk6yLyg/N1/ZkgIm+xhciIiIyJyFSyPbLQ45sviMg9InLe7vuYiPyliGy0Y1tF5OPJ+3tQRN5sx64WkZA+MxH58sLeTUZG/ciMdwlBRLYCLwYC8LoFHcz848PAU8CVwDrgB4CnF3REhhDCn9lCpBd4DXDIt23fcsKP2D0/BxgEftP2fwR4HLgCWA/8EHA8aTeZPrMQws3zOeiMjGYiM96lhR8A7gE+CLw1PSAiHxSR3xeRfzSJ4V9FZFBE/odJyI+JyA2F/l4gIo/Y8T8RkS7r66UicsD+/zAwBHzC+v2/TXoJItJu51wuIneJyEkR2S0i/6Ewrvck28/0bds/JyIHReSsiDwuIq+ocu8vAD4YQjgXQpgIIXwthPCP1oeP520ickhEDovIzyTXuFlEviQiw3bsfSLSkRy/RkQ+beN/WkR+wfavEJF3isg3ReSEiPxvERmo8V1VQESuEJG/NYlvj4j82AznvlhE7rXxflVEXpgc+w+mgThr/Xxfcuw/2Xs+axqB62z/dSLyeevvQRF5TdLmoyLyuyLyWWv3zyKyOTl+rYh8xubIoyLy+lruN4RwHPg4cK2ICHAT8CchhLEQwsUQwv0hhE/N5RlmZCwahBDyb4n8gN3AfwJuBC4ClyXHPohKEDcCXcBngL0os24D3gN8Njl/H/AQKoEMAP8KvMeOvRQ4UDj3lcn2VlTqbrftu4Hft+teDxwDXpGM6z1J22f6BnaiUuzlSb/PqnLv/2RjvAMYKhzz8XwEWAVcZ2N4pR2/EbgVaLdzHwXeYcf6gMPAz9j4+4Bb7Ng70IXOFqAT+EPgI7O8o4pnZ/vagK8DPwd0AM8G9gMvsePvBd6f3MsJ4JXowvm1di9r7TfszwjYDDzH/v93wJPADYDYs91i9/Sk3d9K4NuBEeAqa/dR6/Nb7Nw/AP7Jjq22Z/MWu4cXACeB7VXu/R7g++3/jcAXgD+y7S/YPPk/gC2FdlcDEwv9feVf/jXrt+ADyL8mvUh4Ecps19v2Y8BPJcc/6ETOtn8CeDTZvg4YTrb3AT+WbL8W+Kb9X8E8mIHxoox7EuhLjv86Kp36uKox3u3AUWMyK2e5/7XGoB626z0AvKAwnquT838T+OMqfb0D+Bv7/03A16qc9yi2gLDtTfYO2mcYZ8Wzs30vAZ4o7PsV4H/Z/ynjfVf6Hm3f3cAbiYz3dqCr5JwfLRnPq1DGK8m+vwHeaf9/1N+VbQ/Ys9yAalU+XejvQ8DPVbn3e4BzNsYDdu6AHVsP/Dd7plPAfcANduxqu+Zw8nv7Qn9z+Zd/9f6yqnnp4K3Ap4Kq8AD+nIK6mUqb51jJdtHe+FTy/5PA5XWM63LgZAjhbKGvzVXOfwYhhN0oE/xl4KipPUvHEEI4FUJ4ZwjhGuAylPF+3NSYjtL7EZFni8jficgRETkD/FeUEYAuHL5ZZYhXAn9jKtphlGlM2vXngiuBrd6P9fXTqA207NzvL5x7E6oVOIVKnz8JHDH1/vZZ7uNyYH8IIa2WUnw/zzy3EMJJVCK+3MbybYWxfC+6AKmGHw0hrAkhbAkhvNX6I4RwPITwf4UQ3Pb7DeCvk3aT1s5/75vhGhkZLY3MeJcARKQbVdG9xJjHEeCngOeJyPMa6PqK5P8h4FCV82YqcXUIGBCRvkJfB+3/c0BPcqyC2YQQ/jyE8CKUyAfgN2YbtC0+fgtlDqnNtdr9/C9UQ7AjhLAa+AVUHQvKdJ5V5VJPAa8pMISuEMLBKudXw1PAY4V++kII313l3PcXzl0VQvhtu/e/DyG8wu59v93bTPdxCH0WKdL3A8lzMxt2L6pifgpd7KVj6Q0hvGOO91+BEMJR4L+ji5FVjfSVkdGKyIx3aeD1qKS1C7WhXo96jX4eteHWix8XDdMZQJnRX1Q572lgW9mBEMJTwBeBXxeRLhF5LvDDwJ/ZKQ8ArxWRAREZRCVcAERkp4i8XDQ06jwqlZeGKInIb5ijT7sx+f8I7A4hnEhO+y8i0iMi16Bes34/fcAZYERErra2jr8DBkXkHSLSKSJ9InKLHfsD4NdE5EobwwYRub3KM5oJX7D277Bn1C4izxWR55ec+yHg+0TkFSLSJiLd9v+giGwWke8QkR7gAiqZ+vN6P/BOEXmeKJ4tIlvQObLCrt0uIq8CXg38ZXLN20XkFnsP7gtwFHWOukFE3igiK0WkQ0RuFZFnz/UBiMhvicguu6d+4MeAh0II5+baV0ZGqyMz3qWBt6IeoftDCEf8B7wPeIuYd3Ed+HPgU8Ae+72nynm/DvxnUzf+bMnxN6F21kOo/fBdIYRP27EPA/+G2ok/RSVz70Ttm8eBI6hDzi9UGUOP9T1sY72S6SFVd6MOaP8M/FaIXrM/C7wZOAv8UToGU5G/CvguG8MTwMvs8O8AdwGfEpGzqA3TmXLNCCFcRG3o34qqeY+hkuq0UKMQwh5Unfsr6HN5Evg/0W+5Dfh5G+cJ1NnpJ6zdh1Ep8mPoIuNjwJoQwnngO4E3WJv/DrwxhJCqpf9f4nt4DmbCMNX2t6OLmMPo+30P6qQ1V6xGn+Vp9B1tAL6njn4yMloeUmnaychYehCNb96LOmhNLOxoFhdE5KOo5Flt0ZWRkTFHZIk3IyMjIyNjHtEUxisiHxCRoyLyUJXjIiL/UzR5woOp7UpE3ioiT9iv6IWbkZGRkbFMISK3iSbO2S0i7yw5/m2iSWQmROQNCzHGetAUVbOIfBvqyPGnIYRrS46/FrU1vRa1gf1OCOEWc9q5Dw2HCMD9wI1mO8rIyMjIWKYQLbLyDdTH4gDwFeBNIYRHknO2ov4BPwvcFUL42PyPdO5oisQbQvgXNGNNNdyOMuUQQrgHWCMim1DHjE+HEE4as/00cFszxpSRkZGRsahxMxqZsCeEMI4mc6mIGggh7AshPIgmXVk0mC8b72YqkxccsH3V9mdkZGRkLG8sWf5Qb5jJXCEl+8IM+6d3IPI24G22eWOTxpWxzLECnYRTzJwFpAhBY2bE2l2so/0Ka7OoluoZLY0QQhlNvSS47bbbwvHjx2c/sQruv//+h9H4fMedIYQ7k+2a+cNiw3wx3gNUZg3agsb8HUBz16b7P1fWgb2QOwFEZEk8/IyFRy1MbwANIO5Gg3hH0BRQV6LGpTNoMO1uNPB2B5rp4yjV7S+BKplAMjIWCY4fP8Z9X7637vbStvJ8COGmGU6pxjcWPeZL1XwX8APm3XwrcDqEcBj4JPBqEVkrImvRjDmfnKcxZWTUhBH0Q+kFrgX6USZ7DmWe52y734732vnLpsJ9RkZ96BeRO0Xku6oc/wqwQ0SuEi3TeQfKSxY9miLxishHUMl1vWgt1Xdh2WtCCH8A/APq0bwbGEUz3RBCOCkiv4o+YIB3e9L0jIxWwThqaOpDpd/tqPv9KVTidRf87Wh5oJN2/vi8jzQjYx4RgKmG8tGcDiG8rdrBEMKEiLwdFcbagA+EEB4WkXcD94UQ7hKRF6AZ69YC3yUiv2KFUloaizJzVVY1Z1wK9KAq4mqTaxNaO/E0cC+qat6OriafROPk+tHCuoer9CGoynq0aaPOyIiYTxvvTTc+P9z3pX+pu7109t0/i6p5ySJnrsrIMAxQnmR4jf09jDLdYdvuRpfh3bY9bMcPF9qlWElluaSMjMWLoBJvvb/ZVc1LFvPlXJWR0fI4YH+7iQV19xEZrZ/j9fJWo4x3tW0/TmWsg7fban+fRiXqA2RkZDCLqnkpIzPejIwCLqJlelKVcz+wjkoV0Xjyc3Sj9RFPoNIvaEkfsX4zMpYMQmjUxrtskRlvRkYBE2h9wBT9qGR7EZVyJ5nOeNvQOoYrrQ9nvNm7OWNpomHG2y8idwKfCCF8okmDWhTIjDcjowacI6qW24kxuKkE3G7HJ+z8jIwljcYl3qxqzsjIiNiASq9ujz2BSsHbgQ7gAhqv24/abbH9E6iXc6p+3mLnH7vko87ImGdkVXNdyIw3I6OAG4FBlJF6tipQZroCWIUy4RXoB+RS7yr7P2W6O9CkGuPAETT+NyMjY3kjM94WhecAXsoQoIsoMS4k/Hl3oGFAa1Bb7arCee1ovC8ok20jMt4epn9Qq1Cp+CKalLYDZcKt8n670XG1wlguJVrleS8pNK5qzjbejNbCciASgdZguqAMchIdz1nUnttBLI2SMsy2pF1q420jZnX3858Cdtr/Z+2vx/+2gtNVqzz/S43l8D3NP7KNt15kxpuRgTLMy9C43S+jIUErUdvuZrSYwmFiRSGITNf/huR/Dz06CDyASrx77Nhl1m9GxuJGDieqF5nxZmSg0ugkmhayG1WBtwNXA/vRFI9bbJ+HCU2galonPadRhrsFdcrqsfYdqIS7jVi1KKeMzFj0yHG8dSOnjMzIMIyiUu1hVA08Bjxm+7cCQyiTTb2TU7JzzLaH7PxRaz9m/XnfmelmZAA5ZWRGRoZjDJVyHUOoeriDmC5yEP14puzvIOq1fBy4ys6fsn6eICNjiSLbeOtCZrwZyxYdKHOciXR02N+zaFKMJ227j+hk1WbbR+x4n/Xr7WcqD+jhSLmEYMaiQ1Y1143MeDOWLZzZrUG9mMeYnuTCPZOLXrF7rU07qkbemxx7yP5WC2HZgNqRz1BZgCEjY3EhM956kW28GcsewyjTHUCdo1L0o6pmL/G3C/Vy9lzMU/Z3wvbvsvPWWLv+Qn/r7DpjZKabkbFckRlvRgYq6Y4xXeV7HpVoh1GV8hBqw4WYAMRjd6+y4212/oi1TzFOuWSdkbH4kOvx1ousas7IMOwv2XfBfgDPQUOEPOnEAKpu9sL2bXb8Oai6uSxW9yzTKx9lZCxK5CIJdSMz3oxlhz5UNTyXrE19aHarVFodQBmtM95jtr3Kzp8Lg+1GP8bMlDMWFbKNty5kxpux7FAPc/MiB3vRBBiDqBp52P4OAo+g4UTdzN1LebmkbsxYQshezXUjM96MjBpwAWWOXof3CBoqNACctG2I+Z4vFDvIyMjIMGTGm5FRA9pQR6puokfzftSr2Wv29gPrUcbbRmTSGRlLE1nirReZ8WZk1IAOtPC9x/ueRqsOXY7adB9HGe9alOl2kNXHGUsdmfHWiyXLeHP9zaWDDlR6bIYEuQONpQ3AvTOctwGdQ0dtewxlvGuBbwA3AzehEu5xlOnutuNTVDLdjXa9mUKIbrHrnaA5KSbb7JczYi0NtCQ9y/V468aSZbzNnKQtOemXEdxZqRkSZCda7m8y2e5mejKLdirr7oLOg27UrjtJZG6uVh6w41Jo5wuHItYQ7cHeT+dcb6gKOpg9XWXGpUUz6UbL0p8cTlQXcgKNGtCyk36Z4DTNU9seRiXPQ7a9HmWWtaITLR14P+pUdcb+3m/758I4u+362HiO2fiaAVeHZywcMt3IqIYlK/FmZJThBDGxxQAqZZ4rOW+c6atSlx5XW7uvoXbex217deE8xwVi0YQUY8QEHPtqvYGMjFZBDieqG5nxZiwLuOp4EvVK9v+PUK6OHWa6yvgUGgM8DlyJxu0esnO32f6zdl6xXZn0M4zW5u1OxlMcZ0ZG6yIz3nqRGW/GssAElYxsElXFdqOOUedKjhexjyiZtqHMt9faPwnsmeHaRbSj3tDjVKqEi+PMyGhdZMZbLzLjzVi2WIM6WhWZbtl5rkbejzotXUMs7+eVjR5GGemQnTtT2b8J4CLKuDtnOC8jI2PpITPejGWLs1RKttW8UPtRJttFzNUcUKbba+cElOluQBnveeuvjKH6dUbtV/SezshYFMg23rqRGW/GskVRnVzNC/U06n3cA1wLPIg6VA2ijPeCba+z4yuZ2au4eJ2c4SpjcSIz3nrRlHAiEblNRB4Xkd0i8s6S478tIg/Y7xsiMpwcm0yO3dWM8WRk1IqO5P+taEhQik2opHs/8HW06tAulLEeR5nucdveZce/bud3Velva5XrZ2QsKgQarce7bNGwxCsibcDvAa9C09Z+RUTuCiE84ueEEH4qOf8ngBuSLsZCCNc3Oo6MjHrgHs3rUKm2qBpeidp424CDKJP1c7yUn8cBn0Cl18PAZuuz2N8q6++snZ8TXGQsXuTMVfWiGarmm4HdIYQ9ACLyUeB2NNqiDG8C3tWE62ZkNAXtqHOUl/6DyGz3UxlWdIDoYLUKZcyrbPsRomMVxEIK61CGPGz9ew3f02QP5oxljWWbuaoZjHcz8FSyfQBNPTsNInIlcBXwmWR3l4jch9Kg94YQPl6l7duAZfmSMi4tVgIjqEQ7in4UG1A7zAk0VMjhdtt1KEOesr/rUEnXjx9M2qy380bstxt12FpJZrwZixnZxlsvmsF4i3kGoLqfyh3Ax0IIqT/JUAjhkIhsAz4jIl8PIXxzWoch3AncCSAiORtbRtMwRmVKygnKCxpsRKVgZ66e5CKdzD1oeNDRZN/TSb8QvZkzMhY1sldz3WgG4z0AXJFsbyGmwi3iDuDH0x0hhEP2d4+IfA61/05jvBkZ84V1RInUbbR9KOOdQiVbz2B1kZixCrQ60QqUkfu+y+y8NmK6yoyMxY/MeOtFM7yavwLsEJGrRKQDZa7TvJNFZCdKl76U7FsrIp32/3rghVS3DWdkXHL0EqsJnScWPSimgpxCGelK+5vmYvbUklj789af1/TNyFgSyF7NdaNhiTeEMCEibwc+idKgD4QQHhaRdwP3hRCcCb8J+GgIIVUTPwf4QxGZQhcB7029oTMy5hNCtMOW4RDqdNWJSrle8N7r3nZaH6m65wKVNmK/TraVZGQsXzQlgUYI4R+Afyjs+6XC9i+XtPsicN1cr+dJ5DMWBs18/q3yLj31I2g87hDKVP+NyDgDGpu7HnWeWoGOfwVqv73MjqdM9UrgeShj3o+qczzrVbNKHTaCpfgulyvmPwNaVjXXi0VZj9c/7px8YP7RTvOIaw8qQc53+rQyb8AB1LYLasvdQPRcBrX5go55o/0/accnk3Y9hfPd43lD0m6dXa+WcV1KtKPPv2e2E2uEV1fKmF84HZz/RU/IquY6sai/k5zjdv7RzM9lobx7y9S8k6jEegL4InA9+nHsQ6VWUG9ml3BB7bqBaN91CRiUoa2x9o+jz+0BO3YZcLLGcV1KTNB8Z6/lTU4XBgtGB7NXc91YtIy3VVR1GUsDR1BJdCvqpv9l2381kQGDOlM5JlFv5VTS8OMnrK+rUUaO9bMVlWyPkJHRHIyR6eFiw6JkvB6ukZHRTOxF3e63oo5SHaht9gnUSeoG9IO5aOeP235P+3jRjt8AfM3abbdtP3fMrpOR0UyMsRB2wyzx1otFyXinZj8lI2POSMv0bUGliMdQCfVW1EY7TvR69pAjl3hHUHXxFSjjvhet0Xs1ShgPkJ2PMi4d5p0uejhRxpyxKJ2rMpYm5tu5qIgtqLS7GWWiR9CC9y8CVqNM9gFgD2r39XjfDtveY8fP2/kvsvZHrL/N1v+W+bmdqljo55yxVHDpnatqqHzXKSJ/YcfvFZGttn+diHxWREZE5H1Nve0mYFFKvBlLEwsd23oAZaIbiF7JJ9D0ke5U5bbZUPLDjntCjUlr4x7MF+z4QlckWujnnLFUcGlVzbVUvgN+GDgVQtguIncAvwG8EV3//he0RPa1l2yQdSJLvBnLHoIyR0GZ4kE085RLvUfRNJEHiZmn9qPpJC/Y3/22v9fOO2ztXNo9a/vHC9fLyMioimcq34UQxgGvfJfiduBD9v/HgFeIiIQQzoUQvoAy4JZDZrwZyx4BtcFeSQzNOEYslLCJmDryRpQagDLWKWJBhJvtOHb+ppK+2uw6Y2TJM2ORIzSsal4vIvclv2L1ubLKd5urnRNCmECj/tbR4lj0quZOVDUIKnlUS/e3VLAc0g22oe+1WTG+ncTSfyk81vY8KpnuS4712DjOotIrwEuAZwFnUFvuNjTDlUu9Q6htF+DupF0vqnYetb9+nUE009UwsRgDSZuL1ncz0GN9LXXnruXwffSi8xZ0QdesOTJ3NKxqPh5CuGmG47VUvptLdbyWwaKXeD206CRLn+nCIphRTYAzqWbhApVzo9v+DqMFDcp0USup/Di2EWMln0ZVxltQW/AW236aGFO5LWm7gsr4X8d5u74z3e7k2AjNJajO9Jc6lsP3MYLSu4UJIUrQuMTbLyJ3ish3VblCLZXvnjlHRNrRT7IsP01LYdFLvMVaqhkZs6ENlRpGiLV1iyjbfw6da19E8zl3o4Sv27a/iHoyF8M6ql0jlXJz1aKMuaBlajo3JvGeDiEU1cspnql8h7pI3AG8uXDOXcBb0ap3bwA+UyjE05JY9Iw3I2OuqEczchr1eD5JzEl8DmXi54g5rB9FHaeqMdtmjikjYymjxsp3fwx8WER2o5/nHd5eRPah1p8OEXk98OpWqX63JBivZxgCteelKjqXbuZKCDOWHgS1qdajITlBLAMI8KD9NhKdqyAy53pzIHejKuiWX7JnXHL0owuy1ESQ0reU7i0MGrbx9ovIncAnQgifKL3CLJXvQgjnge+r0nZrI4O7lFi0jHeQGFPpk8/Vh6AEMaDOB7OFbSz8BM6YD7j3cr3oQd0lL6DzagdwOUogn0Cd/LzQQr3IZpPlg9nojle+2mD/H0XnntO5tG1KD+cNjRdJmE3VvGSxaBlvWSkzDwXZjoZyjKMEMl0xlk32PmYmlu41fWyGczIuLZpZ63UIlRyeKOyfzSO2C51359A5djPKiLdYu0PJ8ZlQdp0dKFHdP/30upBr4y4saqEZZXQnpU/+/rbZ/tXAbsqrETWrtOPckHM114tF69VctlI8jU7AzWiye3dYSW+ys9hoFnSj0nP3bCcuAITm1lNtxfrGAyjhuYpIzOpFBxpnezXKOIurzmKN3OLxNnQejKKM8gpU4r3CtkfteJEw1nKd7TauG2n8PWxAn9e2kmu1Apo1z7yecysmIqmXbqT0yelWL0rPNqP3XGY2W6Qau9m8mpcsFi3jreYvnmYgcrVzOvnLJJqZHFt6UULaiirALvvbrI+uFRcXPeh9NkOCW4dKGatQ4l9cq68iLtY6ic+3z/4K+oz6ifbeLvvbZvu7iYzA23URCWqvXSfFhPWxyto0Gv0/aeNxCb3V0Kx55vO+a8azFgZjRP+SaiijOyl96k7OSzOelWFB4mcaDyc6HUJ4WzX77lLGolU1V3OlP2A/x1Y0CYKjbLLPFC+ZZh1qNTQ7lKoVHdAOzH5KzThsP3daAZUOj6MEr4P4QVwgMmaXYC+ihPRFwN+hxHArmhDjU8B3EBNfpO3GiIuGdqLEJ8B6dH79Hc1zAjxJawcyNmueTTA98UiroBa6UUZ3Uvp0EZ1f99ZwvQULLcqq5rqwaBlvNQgqOXSjBO4Qi1YNk1FABxoj2+innhL+lDgW+3Zm6QTyILATnU+bUWZ7DVr6b7Pt95zMabtUUp8gxvm685+f0wyG1I6qsfKcX/w4gc4nn1tjqP9Ay3i8N+5ctWyx5BivqwIFnbRpmFEgE6TFiDZ0oo7THKJTVFtvRB1XRijXiLhWYYRY9s9DiB62vwdRCaUr6aNMGzGCSrbb0dSTaShSM9TpE+jc77T/s4PV4kMH+g4vEE1mfcSFZ0skzgDmI5xoqWLJMd5iRpcNxLy/zVC/ZW/R+cckjT3zohex97UFtZmtRJnp7hr6cq/jzahjT5e1HSZKurPB6/xegYaBnERV6sV7rDfvcGAh8/cubzSDPoyj83IDMXStFc1ATUAOJ1qKEKbbWRqN2c1Md/EhZV4dqMNRL6odOUYsZlBWSKAD9VgeQD+We1BJdgfKfFeh6r+D9usGbkWlzZNoyFI637wAhEvKm2wsW1DJZjQ5v2VUihk1o1H64PQptdO3buGHrGquF0ua8RY9BNtpJTVNxkJgHGWwo1Q6bvWikmuRcI7brwMN6Xg58FXgEZQZe+GER1Am+nzbdyppm2LS9nkSBGf67q2aTSHLG5OoWnmCaKpoTaZLtvE2gEUbTlQrulEiN4bafLPE2vpwG2W1RAGNxoEOE6WJTWhCjZmctp5AGeRFVP13PWqbPYFKyCds+3o7ftHOLybocLiD1RCxZu9JGvfQdWm+CJeyWzHeNaMSkyidGiNqZVoal7Y60ZLFkpF4Oyi3BU5R6eTSR2V40VzRumqfpYOArgi98IBDUCbSLK3FOpQhnbA+r0Ylzr3Ed7zZxvAIUertRhncGZTJnrFtJ5JP2vmDNl63/Qqa2KIDeAyVitfZr5E0k45xIoNN56h7Oud5e+nRKH1I6dMI5Ql/2uy34NqRnDKybiwZxlttErqTyTo0jy4oUawX/lG1oR9Jq8YRLnaUeQQHGls0FXGCyPA8z/IxKgmnoMy3A/Vovopoi3Xv0w7bPmttH0Cl2Q1ojd50/F22/4Rdq5n3Q5X+sqPVpcUaojat0cWNF599mqhRKaJRZ8OMhceSYbyzYQL1SG1W+bVJMtNdarjb/t6EMmFBi3zen5yzF02YARqCtML+ghYP3Wr/77ffOuA7UYL8NHCfHW80/WVG66CZdOARYra81ke28daLZcN4l6g7fkaT4N7v24nq7IBB6yNwAAAgAElEQVSqi9eiUm0vlarEcWKsJba/Ey2e4Gn+Ou1/V5NvR8OWWjUbWsbCY/HUZs6Mt14sG8bbjaqEJmgO0VuDEtZm2Bs7UQk6T+GFQxvq6HQGtcm6qnsNqmpejzLec8RE9WOoJ7Sf63Zez5x23Pry0KFu1DyxBXW+yurChUM7+s6boYZ3h79mSL4b0LEN05r54SuQvZrrxqL2at5IuUqmzCFhgBhzWQavdFJEe0l/bdbfTEy3k9pXNcWk+UsVrexV24cmtjiKErytaKzuMBp25AR6JdW9qjvsOHb+AWu/w/obs/6PEAsotCJa+T01E7V+d2U0IMUoSg+KtKgaDZipotg5G1dZMYRqjlYbZxhbiyN7NS8mrLJfIHq+rkEn4QniaqIPtb95cgPHFpQoXo06wdyLSjD9xFWrx1musv5XW397bNudcjajH8swmjjhFPC4jWU1tUnXaUYtz3zTjhLxVlz11pudp5rjSStkAytKK/uS/0+jiTN2onPHCfYqdM6cS7anUFXy40n7YlhRqyT3r/bc63UQaoX3WIZu1Pt8gjhGT3BSC9YS3/FO274HpTmrUNpygsr6uR4S1IXOH6cnPp5hdO7cgvoCPEakS2kGtc2oFuYska6tI/qYtKPvayOz14G+JMhezXWhKRKviNwmIo+LyG4ReWfJ8R8UkWMi8oD9fiQ59lYRecJ+b63lel6CbSrZt5K44kxX7GWr9wPoh3AVOond0SUlOL66nEIneYf9PGTEbcbOdDehDjle0i2VjNLVzWwrnUn03nYCV9KaThYbaU5N1Q3ofW6jeRKg21IbwY3A7cCbUMLo/e1DPxiXVlai88Sl3B47vs+226z9m6y/GxscVxvNk0b70Oe+k+Y4enXQmpJXG/od7US/q9kWBmXfaqrJ8OiITeh378zO6YEXZ/HwRqdRqbTqdGaD9XcVSo/KKnGV0bK2ZDzYNbxU5byi8bKAyxYNS7wi0gb8HvAqdO58RUTuCiEUo3b+IoTw9kLbAeBdqCNpAO63tqdmuuYUOtG7iBKhO7iUhXeUYSsxm9UZ25d+HN6f11odobwur0sum6msCrOGyJzS8nLdzB5CsgkljOeTcbVKSIjnNm5GDOFlqMQwTiUhaQT+vuq1vW9GGdIm9LmfIxLPC8R3CJEAOsHrptJuOIXe4xbb14GqmWvN6VyE+wI0Yy6sRIm9M5VG/R78HQ7QOiUJvVBEl/02MbuTZTc6d1Kfix6UTpxG73MFOk8OM11zMWbtPQbX50b6vTidOWP9dqP06KGS8QwTJeUO6z99/153+TSVgsj8INt460UzJN6bgd0hhD0hhHHgo+gCvxZ8O/DpEMJJY7afBm6brdFF1FaWEutz6ERuo/KmqnkIBmLhhKOoyjnNEuPM0Vevp4GnZhjTpPXlKkb3hE2RrpxnwoSN7ThRAm6GhNkMTKHq9NlQi2Q2hRKR0zSPWK+kvkm9Bn3OR9DnH2x8Xqt3yM6bSvpfmfyw/U78hqzdcdsXrN8jdp0yf4LZsILmLVBOos/9ArUR7Fre56ka+5oPdBAl3OPo91QLiyiz4XviFNDv+yQzS85Poc/WaQdULra70flx1PpyD/oypPRrBUrfzlCpVl5pfV1kvpEl3nrRDBvvZip50gFUw1bE94rItwHfAH4qhPBUlbabyy4iIm8DKuwBF4mSzUTy9wyz4zGi52A/ao8tm7jp9JjJ9vV4Mpad6IMt2lzOUxsBK1bJqUVKni8UV/jtlBO0WuyEbgt3aaBaX9XQY22LNXTrsTN2o6FDXwO+jM6LDuCLaCrILlRSDcR5IoW/F4kS9+Wo9PdF1CN6HPi6jW0byoDnaucdZ7o6sZ2o4akV/pz3EFWis6Ha+0zfWavMUajUTBygXI1bhvNETZNj3Praic7Zu6nuHAXxWfliq+z4apTufMn6PlLD2M5QSedA37vPx1bRimXMjmYw3jJeUvxOPwF8JIRwQUR+DPgQmm++lra6M4Q7gTsBVoiEQGUqvrRRLcTbV6Kr0dVimZoHalPBifUzhH6khygnQi5lz4bUhjqGpiBsVTSybhUi47jI3AlH2bOs1xntMKr2vhklhM7AX40SxXtQZ7xOYjYq10z4MxhBme0OO/+51t772o6uKk8SiyPMBWXq/Qnm/g4miLbpKRqTUltVbvHvZh2RAY9TWf+4DGVzyp3j3C7uoUNjzLzArEY7XCvWg0rSvmCbbe4Wn7XTvZQOzisCMNWQO12ux9sADhAznYGatA6lJ4QQ0lS0fwT8RtL2pYW2n5vtgj7ZXbqoh9imMZie/s9jc+cqiQR00o9QubL2KjhzRUjGseD5WC8h3I7WKve4G51P16COL1MokXwSVeFsRueLq4tdVe7OLUfsnF227d7yu4gq+odpDc/fC0S7cyuM51LhBPHbrtdb27/js/bbQv05md33Y9j6PGN91UPDAnGROF7neBpGY7aFZevV3AzG+xVgh4hchS6+7gDenJ4gIptCCL7Ifx3wqP3/SeC/ioibUF4N/HytF+6msYxUvhpYh648a1kRV0MqwaxBHVfqHVtxpdxoYYdWhS8wFgrF2syDKPN8EGWcfehC6ltR1fFKVD17FLjB2k/Z322omvow8Bx0JdqGqpq94szpwnWqjWM+0SqLnksB/24a+a5B36PXS/a47noxjGrGhtCFWKPFMdxUtiDv0R0hMuaMhhlvCGFCRN6OMtE24AMhhIdF5N3AfSGEu4CfFJHXEcPnftDanhSRX0WZN8C7Qwg1+9k0Kw1km/XlDK8TdWSoZxXqGXFOWHtP8nGU+iQLYfEwXVcZN2Pl7QUILpXdSlBiOokyQZdcPUzktP12oAz3HDp5H0A9UDegdt92YuGDrXbcsw+ttPauqvTsaT4POokVjNKKSM1GJ81b5AjN82q/1DhL/ZKpJ6aYRL/dCaJ3cz3q9W6ihmQ/OkeaFf6T0+EuPkgIi69YmIg0fdCdRE/kSeoP+XAMogT5LI2vap15X6B1QjWaDUGJ0WqUqI+gEkGjLzpNnlDEBqI3c5ddcy/TCdlWYs7lg0R19GYbr6eZdDXyZlTjcYHKRBzYtTxu87xda5hye2CzkqgIOrc9fOgM06swLSUMEEOvGpF0QbVhHtpXiwPUTNhMdCY8xaVZVIYQ5s3Ue9MmCff9UP3t5de5P4RwU/NGtHiwKDNXNRt9KFEaZ24fVzfTiWI3Gru5EiWotTDdNmLmLQ/xcHgokYe5LHZ4EpLUI13QhcpqInNrBnrQZ1lN03DMfpvQJAuDNr6vEp/1DahX8kXU3rsLnScPou+4CyXuD6LOUx0oUd1kx9eiKmjQj20nyhiG0fucycnKw5rq9RVwBHTBdhIl/mvRuXaEyHx7iEx+MUizM+Ek+qwH0e8nXUh1EsOMhpldC+WZ8Nag7/ppyr/5WhZHPq/XoXNghMWjzaqKrGquC0uG8Xajq9J6VvET6AfmBCdN7zYTPBB+rLAvoAR9mFgm7vgMfbrXa1kM6iTRptRLTBfXiJ0pxXwn5/CKPSkCek9jNI/pQu3MygsWXGfbK6lc5FxE3+dh4JVEp7wLxOe3GWXSXcCHUcJazAi1MunPbcWzYXIO91ELDqL2xbLasVPMP9Nt5vzbQjTzuKNjb+GcFcRENzMx3V50wQWqtbiIMuxOKr/37pJ9M/U5QnT4qlfVLFQmD1owZBtv3VgSjNc9FuudiGm7jegHVsyvW4Yy7+fhwv716Kp2NkY+TLk9ytutQ4n7SmpLYDEbXP1YS8xzs1G2yj9KZcpPl1SarQ7tJ+bePYa+72G7/kH0eafzYS9KXA+jubj7bf8xNL53AyotfwMlhv123j2o1Jv2NYa6+/fa9dzb9qj1swp9t8222RWf50GmM51mMve5YBJdpDTDrOCJLvqJ+ZOL351HM8x2rRH0e+tDGW/xu077q5XueOasozS2wAnovXZWGdO8IjPeurAkGO8ozVupzyV5+mxwleL+Gs+fiRh0E22fexscFyiTaLVShM4MApeGoPSg3sa9RCk2lTofK2njBHcjuvgZRVW07US17WbbPoIujNbZ+WVq5FRTkXrbDhHTOKZq+Gag+DxbKXxoAh1PMyQ4/y7SnOplqJXB70XfS7PSYJ6cw7Vng2fGylicWBKMt5nqsZOo9DGATu5GiJR/rM40U7QTKx/VotZ2gj0TQZkL5rJSv1So10N0rugjphI9SsyRO4RKvqdrGMdKNJ73k3buq4hVhiaAF6L5TtvRRBu1pHZsR6Uzl3QnUGmsi+jkNx82wPl6D9XQTAn/MHOb173o3HCv9RTdRNt4I/CiLitoTi1wx4Lb4rOquW4sCcbbTFyJEsJihQeH18ksfowbmP5R9aPqpTIJdcKO9zBd0tpo/aeEYI1dY5RyO2gblekXFwNcyikubhqx1xcxiKrkyrJ/9RBL+40ws63Ribm/kwdQtbE71hxNjp9iduLfiRL9FcRcwkX4XGzUmxaq2wU9yX4ti79WgS9KivMmoN9nD9HHwtFux4p29S3osy9j/heJIWfF42XfezXa4Hncd9nYWjkT3ZzRGOPNmauWI8pW+kJkXmWOH71EYpsSsTXED9ETInRY+1GUAQ+gISeOMWIZwRQ9qKQzQfzA3f7pRPhaYqF1H+taO7ca8y06jXltUg/An28J+DzlGoV0HDvRb/ssytDGKWcgrnYr3rsk13DntAl08TJK7SpdryKzmRjzXSS8veizdK/tmeCZo1K4ytptk5OUpwGsdq++YHFbZx/K2B+nug/EJNNzE88HvHzeaabX8Z3JubED/SZOEd/dGpRBPoR+H9uI34t/Pyspz6/czfTIg2uIaT09u5dfO60+lr7/brvWGNMZr9ORccrf50JrHBrCMstcZRX1qqLWPBRNqcfbithIebWF1KPWP/aU+Z1FP6g+oldjL8oAQImU10VNP2T/0NehRABUknFp9wpUellDdMo5RiXBGbS/KZHcZH9PJOdvJzpW9KGS0Sgx7zFEJ6AULg04Jq19H5VlFecLsxGbPpRgXiTGPQb0fRSJaLVataNEwuphJPWo+7qIeZh3ML260Jrk2ICdP1f4+/V3d4LyhUFZzeEe9LkE9DmdQp/bSmavdTyfRN/f0Thx7qXfQA9Rckzhz6QDneej6LzvQ7+DTvS78Pfr79y/nzSvsn9nJOdvQL9LL27vOXD3ot8x6HfttCJ9/j3Ed+KLmJ1Ej+r1Ns5jVJoOvK/0/ose/6B0rBVrHT+jaq73tzhxP3Cf/S3+7qu1kyUp8W5EP64pZg5P8Qw8qUozje07a/1cb9v70JV4P/rhu5oKIvHymGBftU+iH/NJNBfwG9GHvgZNSu0rnw3EfL/+UXdSScBduj1vfb3CxjdJVF/5h++SWQoncikx91jCdtQbN6AzKCXGxVjI+cJZVIpxKec0Ot52pq8Yq0nr6bgPou/yevTd/431PUilA1wnmvaxDX0W3s8ulFgesT5ute0TqBfzETvnBDERPsCN6HN/lEopd8jajAPfjTLKA6ga2++p7L7KVOIriB+zS96HWFjTQ3HetKPPQlAKdYDpiyWX1Ivw+ZxK599CjEf+Z+KCN1UxdxElTv+u0gWYzyNPiLIT+AuUia9J+vJvegp9v+n3MWD3cpFYh/cq+z1AJQ1KGbbTndkyga1NxtloQpCMxhBCuKoZ/SxJiXccZS5lnrHFItJQqRoqShK9xJqeF1AG4HU2z5a0O8r0MIZhYqm/KZSYHkaJjq+Kx4hlBL0mqNeqLcJrJ65K7qkDJVi+L11Fu0OW1yxO4R//VmubVrtx6bmexWk75av3erAJlSp8HN3Ut2LsJy5wXGLehjJeT57h/bsE6XAVbqpOXmXbq2y7n5gdKmUQLqH7e3BmP2jXx46n45srXBUO+px6iNJeo+ikvuft78ufq8+tVcT49qIdP601mzoS+nxehc5z/z5832bKY9s9IU1aC/sccUHTi36H7pTlY95NJf3w+FtnfCmdOEukCRvsel5LuxhHnLY7WbKvbFHlBRVa0n9j+Um8AIji+0Xkv9j2kIjcXGv7JSnxesmu2QLzy2xbxcn9NPphPE70QoWYZQpisnyY3W6438b3OFo2zpnTOeLLSG2fxynHCNFD9yDqSet2Mz/u4/R+3WZVhosoAfmmbXtO4XqrntRTrs7RTswkNkqlM0o3lfc5F5xGVbBuq3PntxUoo3JC6ES0KJ202XlbUQ/ma237DFqJ6FW23UblM2tHiXs65h7iQukwMa633jheD6HpRp9ZGofeY8dHqO+d1Jvgwp9Bp41hGJ1fz6a6DdyLGkDMe556/negz+xqVBuyGf1eqtmE/ftJbdkjRObeiSZOedC2iyaEFKnk6sUxxtH31U30Xm5HJfqdxBKSjjLmOZuN/QDzn+imJixvr+bfR+/+5cCvolP3r4AX1NJ4STJeqG2S1sJQzhILtruOYZRKFaAziFpwr/3dhjIXJwAdRKK4PxlbtXCS06h603Er+gG7/dL7TVXLMz2TJ1HCMoEyiRXEFf982n09sYdL7vuSYxtRicLtmHOBq4RTI8y3oqpIJ9xpHLGna3SMo8zCzQSbgM+jzPch215jxy9SSWA9VtX7c0YyZde/BmXkZeOtFW7/3sb0+GS3D65EGdF85Wj2eXMWVccKOqfSlJxl8Hc7SnwnPp+Pocy2B2WWsyW68e9nkmhOmCBKzOfQ73AbleaB2VCUQL28aA9KJ/bMob9a3kfLMV3H8mW8t4QQni8iXwMIIZwSkZrlgSXLeJuJbpR4eY3cMuecWlIddqJ2PV8dDwNP2bFVxA85/RDLvH49t7FLEp0oQXV1dvHt1xqL7MTQc/suBFag33JAmdIu2+/ST0AJ6FylwrVoDm1nBq56PIXaQtPMWWdsf9Hs4ER/EngWuvC5B50bt9p+L0CQ4lRyzHHU7u9y9P3dQOX7H2dujNe9g4dsjIPE9+nS3hT6fBcigUY6n2qVuovjdAnzAdQGewMxauAClbmny/pIj62yNg+jjlT9qAZqDJ1fszG6su99N7ow7EHtzUdZ+Fj5jEuGiyLyjHJLRLyEd03I1YnmEYIS7KfRlXgfSnifYu6ZitpRRjJOTF/o0ttBGgvU30DMM3yS5sSR1ouNxGLfx5idIM5U0WfQ+nP7/ONEFf1pVEopQydRaq0VruKvNt5tKLEfQ+O4dxK9y49S/sxnqrRUHK+XnUtjjBcCg0Qv5bIQrLlgA7qo8HnuJRg70G9qrmp0z2R2iPg9XoaqwxclgWGeqxNtkHDf7fW3lz9evNWJROQtqK/s84EPAW8A/nMI4S9raZ8l3jkijbmrtSqJI1AplXpYQz3pAT0WFaLDzwWUAM2FuBVtR5uIRPsUC8t0oZxpVIt79GQQUuWcI1Tezw2o5DOCMt3txDhaf4Y7ULXvCtt/HPV49qpRDrf1PYqGj6wjesC6OnQDMY54N7pYWm/j+Bozo50o9ZclHfFzJtD32awiGo3iCPpO1qJzq53KVJpzsV0es/ZXEh3ZGmHk/t0N2hjOUl+msJQOLOqY3LliGdt4Qwh/JiL3o8ElArw+hPBore0z450j/KNyqeIU9X2sghKls8TEDvVIJ52obfEQGnM4QawxW0uGnA5i3mZBGdEYMZk7KGE6yaX1qnT1ey0ZlGohbB3EqkdlaLdrHUbfQx+qHjxP5UJoNcocV6HaiY+hTG0dyky8ZN8J238CeBkxDWHqRNRNZXm5B9Bn28fMBLuN2pzJaiX47ql/KdWgHaikewS1048S02P2EZ3VvDj8bLgSnZOHUWZ7FfosL9bYPoVrUTzsq4/6/Rj60HnwtI1j2TBdxzJlvCLyyhDCP5EkHhSRt4YQPlRL+8x460A/MRawXqeHNHORl/qrx646QaV04zbkWsfloRC96GQ4SCTIbksepzlMtx/9TlOnGb+OS6kuEdZTF9ajFNI4aLcZF7UKk6gk6kXt1xLtqmlM7yGU+Xqyh+8BvoAS7BdY/16rd9SOr0GZ7jlr79hPXLA9D120PYYypzLC35OMv3iPc4V7Pbej9z7F9GpY7rW9gsbjtt0ZbRN6f0ft140+xwl04VPrOxZUDbwafY6uRaintN5JdF6vo/GauF7v+TL0mS1EvPuCYRlLvMAvicj3Aj+Lks/3o9MhM95moxslAHP5wFwleY5K4u9S6QgqmXqmLVcXl9mYuolM2tV1zsC2o5LAfnQWuCRVC1EZp5LpD6EMwmvQeohEvat5b1/NWShQGYbVSXzWMy0gPN+xZyXyUmleDxmUMG+x8w4T7zMANxPDiL4AvBSVajuIi5md6H3/NWqffwkaNnQX+oy7URv9QeB1KGO4G7UT3mzt/b62oNKzoMlTngu82I5/ObmvAZRheU1Zf8cbrK0nXBC7/mx5pj0Ry/lZzkuLMvgCqF5G4vPlBDHP+AV0fs5V0naNgJdt9Hjn3VQu4DYR6/GWXcOZt9fPPYreZy96n2ncrufxdhNCNYxT6WjVQ2MlSjMWDV4C/Awx380vhRA+UmvjzHjngOLHVFY/t6xNMa7T91+wv9eiH/8FlDlU69MLxZepHd12vItIgOr1TD5HTNy/wfrz+ON6MFfiXZbHuAivINVGVPN52r6iV/hhlKEWk4ccseMHUSY5hDKep5Ixe5rPAeAz1uacnbeKWGXKU42OWvvb0Hc6nPS1zvrps+t9GV1sFaW2MygDP0wlY/G0mH6fnSgjWY++62r2zlqeZxFz8aguQy/6PF01PE79lbVWos5oV1p/j1A+p9wcUu378f0D6LPbiIaCjTJdcHMzRS0MNKUDC1XXeMFwiSVeEbkN+B10yr8/hPDewvFO4E/RpGgngDeGEPbZsZ8Hfhh9lT8ZQvik7f8A8J3A0RDCtXUObS1wC7rG3gJcKSISavRWXpKZq+YLtTxhlyaLH/CFZN8q6+s0szszpTGsa6gkZttQQtzNzCFBntayCFd3eo7gDusvzQK2paTdXNBe5f+5wLUFnololKi2LLPpjqN2xjQjl6CLCU8+4mFCT6OOVrcAL0K/qlG71i40heQXUKK92u5htW1/wY7vsvNHrf2LrL891v+kXe9qu/5+KhNsTNh4y9SwntRkhEjkV9rzmCn5w0xoxjtxpGkbR9H500FlzuwytXov1XNKex3bbutvW3LM7eYQY5lnwhH0OwvEWPGyZDte7KAWVfhi9YBuCi5h5ioL1/k94DXoZ/UmEdlVOO2HgVMhhO3AbwO/YW13AXeglqTbgN+3/gA+aPsawT3AP4YQbkOtTpcD/1pr4yzxLjAEJcZnmLuEmq7U16AE+CxK9A4QVdOjJX17hqVUcigSkDaibc6T0HdYX/Wu7FN19SBK4OYqXa1ACaLXr/UFjC8WZquF6zbtcVT6WW19PIUm2LgVla4EZaYnUMZ6lChVXpdcZyXq7HMvUZU6kpx/B/psBfiiXXe9XXcIfZ4eozoToZ9E7ab+7J05dBFjdOeKdeg8cdV6I85BPcSUl7vtt5HpEn1xnvUT1b8pvKjHCVSft8X6WknMo3yRuccl77G2q6lNa5VRBZfexnszsDuEsAdARD4K3E5l1dbbgV+2/z8GvE9ExPZ/NIRwAdgrIrutvy+FEP5FRLY2OLZXhhD2A4QQxoCfFJFvq7VxZrwLjEBldqa5ICXS3o+v3AVlBuNMT0l3lmgrK5ZkS+FJ+j3Lltf7bUSdlqZ8dOY5V5wjOu+USSqzEeIRlKBvRIn4SZTpHkYZ7kqiWno7ykzT0ozYOZPE+N6U2bvat8Pan07aXIky902oxNWJMuGjzP5czzOdMR+xPryK01wxYX26E121wgy1wLM5daC2bQ/TmgmuPj/GdAZ4nphzei9x0ZMWD6l3odCMAvcZNMp414tImkzuzhDCncn2ZmKOIdD14S2FPp45J4QwISKn0fXkZiqT+3mK+4YgIleHEB6zsa8vHK65rHVmvHUirc1ZRBsxB/D+wrEBpn/wV6NEaz/RdpcS4V0o8T5IVBMfprIYtzuIeAUdT3zRV+hr0M79Jrrq93CYrfb/I0QpYAfRaes+ojNPCi/dl95Th91/MZzpJpSYPmz91+L8lToTObwIehnRrdWe6en9Rqh8R+Oo8WadXfsp27cDVXM+hd6Xe107M3RmdSWalOFp1PO2C30WAZXc3BbvznFD6PuoZTFT7Vm5Z20RHSgznkmiO018D4Lq5bqYXt/M7avpexgg5vh27CU6u92EMuDd6LPwebULvd99xPKWgs61EaK5ZRRdHPm8HkCf4SPoYsUXNP4duEPaWZTC9lMpGvUQn9WQbT9GJcq+zyGUvxRt7ilmogcZVXF8lgQaZVaJ4nSudk4tbevBTwNvA/6fKv2/vJZOso23TqQfWdFeOklkoCk8ZMbbeAKNcWLYyXVUEnGHt0uzSvm+QWIlGrf/PYx6G3hdUT9+ESW03odnFfKyZ+l1fZY+Ytf4FmJKQl86dhFtbGlVnTJ1r3u5BpQgX1FyzobC9lobY7FvrwxUTzgJ6LvopPId9aJpaDzv8mr7vxdlHE8R7+s8+vF4yJJrFVbaeU9Yu03Wj+d3fj6V88XHUG8caRuxQlL6zPvR57a2cH7x+YK+h53ExUHZgqbYN8SYZIhzYgidJ4NEpufzyOdVOtd8/m1A56VL7T5fr0Dn8cNUhh9tIn4/M30b6XXH0O8LKksm+mLU2xXfRSflmqH0PS5LphsgTNX/qwEHqCQTW6iM0Ks4R0S8js3JGtvOGSGEt9nfl5X8amK6kBlvw0glwC3EcnNlKs80zGAdkWEdQ4ndEDG5wC3oKv9GlKg7MVyLEnKS/t1T1vvyxBdd6Oq/GzVuXI8SVpcW21HJwcc2ZfewEZ297tnsRcc7UInmRlQycokqLYmG7XPitY7ocOMJK3rs3l2HlBLJPiqZqSf4SD25x4jevbXa97z8m+MyYmIKfw/b7a/byB8Bvk5kqk/a2L3SzgqUIXlBCT+W1kb+un0I7awAACAASURBVPVzgOig5tdZQ6yCdFkytrRc5GzwxCdCpYq47Lm1UenA5M/9KRtLD/p+XF+WFn4XIlNMS2P6+78GnRd7bftK4tw5js6njdan5+IGnX8eejSJzs/r0fnajc5fZ+6pjb2PyLR9DqwmLjTc/n8j+h3dQtSyDNlx72tNcp8uradIvZs9D7OjXk/tpYKpqfp/QL+I3Cki31Wl+68AO0TkKitAcAcayZfiLuCt9v8bgM+YZ/FdwB0i0ikiV6FKqy/TJIhIl4j8tIj8tYj8lYi8Q0S6Zm+pyKrmBpESuwGienmMSPTStHiuUnSi2EtU1Xlu342oi5zHXqbOR21ExuSrJkn+puM5jjqlfAcqjfgxJyQDRKIWiJ6jPq6DxKowHl/cZn2dQQnwFCpteQytUEnwVxInmUsFK4gqwVut3TdQou+2U0e1xP612HIdztx6ra9uonPVBFECm0AZ5X40xnar3avbUS+gDGQnMcWjS8wH0dSPvcn+C8Tcwo+j1XSGUAbhxNttrK4B8ZqwK6hdfekhaykmmZ58I7VFb0LL811ADWEjxPmUluXz852Rn7d78/J8Xpd4g91XG6pC9sXMOXTBsZmYxMPnGtbnADoX/H16TPvLgb8nLmZHiIsukr8+7vTbwO7dtQ1d1u8F4nz0rHGe5QwqVf7+DlNTwnrr7wBzMOgtUYRQs+RaDaddgizvP0yIyNuBT6Kv9gMhhIdF5N3AfSGEu4A/Bj5szlMnUeaMnfe/0XXvBPDjIYRJABH5CBq2v15EDgDvCiH88RzH/qfoFPpd234T8GHg+2ppnBlvE7GXyERXEwlCmc1xHzFPsGOP/XbZ/pOof/rz0SxHED1g24lM82FiiESf7T+NetDehBKKcWIN2Q02zv3EFbvXbH0ClQSGiSX4ICakfyUxF/BB1M+/DQ2j8RjkLUTJKg2P8m/UVeEvsbF5KkDPIJUWjXCCX2Qss9lxPbvYlN3raZTIrrG/gfhFbiFKQQ8B/w51TOtCl9wPoEkzTqPvtR9lvKnEC8osApoUox/4R+v3BagU9zz0y7yZmIHJ6zw/m5hJ6YRdy6VEzyRVLR66rPax561OGbd7Hbejz38nKmm/BE364fD3tC/Z5yk1nyBKxZtsfP+IzodnofPjS0nbYNf0RdwwWo7RmabXIh6yvgSdp0Pou7oJnccQs6t5/mv3xO6y/R4v7Pe6Fi3d+EJ0Hq1nusjjSUrOMR0+x1ag78u/mVMl52ZcGoQQ/gH4h8K+X0r+P08VZhdC+DXg10r2v6kJQ9sZQnhesv1ZEfm3WhtnxttEONP1TE3V4jBhZiegR1CG5U4eF4lqyvPECjUpAXD18gmihABKVDyphNvAPM0hRLVomtfYr1WsruMpEPejzOhFVKan9PF6Ks1iqEYxRvmr6OLjCKqaHLL782LuPgYot4HOFArSS6XEgvXt0lZa5cclxrWo1PlVoiPZ36AZqfrt/tMPxlWmzqh8cdBufX2Htd9o1/iq9b8B1Ri4FDVh41lp/blqe5xoR3bnuTKUPQd/Xul4u+0aQyjD+ZyNp8h0iu/JM4j5/Eizf3Wj8+BuG197ob9UwvR5ldYm9vl3Eb1Xn6MP2nXTdKiniPPiaGH/hF03ncOuxbibcqcpR7q/TIvi6vR+u8dGUkwuNUw1JvH2i8idwCdCCJ9ozojmDV8TkVtDCPcAiMgt5DjehUMn+lBHaSxvqxODQVSSdqKVOnmk/adMPlWXpRV5bkGJyHEqK8Rg+4oZsYoEZhT1dh2wvtwbt0ioT1CezMAZXRvRHtyFSoADdv2jVKrWPVa5TK03k4tiG3qvaZyv2/2K6S9PoM97PSqZHkIl0wB8NyrtjaAq2ddTaTbwAuh+zU7gU6gmYI21/0OUiVxn/XssdHqfzthSe/4Y0YlrJieysucwQlQNp/fpWbGeg0q7zsBWoRJjmbd4sPOK7+Ag0THpFlQKLTK3E0yfR2WJKTw16XpiTHQR6bxO2/t34E6N2L1ctPGli9h6cIK4mJ5LNaXlgEupam5x3AL8gIh4UMQQ8KiIfB0IIYTnztQ4M94moo3oudsI1hCz6pxGCZ47L3mR9FrhEkQ3aqPdZ/vdrulMs6yS0QiVxLYbjekdJGZ5eoLpBHm2XNbdKCEbImaRGrf+7i+cW2u1Jmd6K6y/M8RE/CmGKa+t+zDKqNahat/rbGzn0WdzN1p1aDXx/TpB9m1XSd6K5nZ+CWqr/yG7vws2rv12vRReyL443qNEFas73nlFn5ls3B6eVsT9qNTr2bY22Nj2M/19pygr/P6AjW0H+hxuQOfTHuJip7jAg1jgwDFo1/XQnq2oU9QYc6vhO46+w81Ec0kv0QPfVd1zhde8hmhHnmvSjqWIEBqWeBczGsp8lRlvE9Gsj3ElSlxPogTWGZTnUJ7LivscsXzaPjRmeA3KfOqptet2w72oGnATStgen0Mfbr/2+MgRlBgfIarzZoKXEPRMTl1Ep7BJ668agS0WhAAlzhuJTP9FqD0zoDbCfpR5DqAMzVWpJ4lFFrD9G1Cb/FbUnvhN1O45aff3BTt3G5VS5Ez37Of4YskTmbhEvJL4PGZLftGPSu6DKMN0Z7CTzN1ZaCe6kPga+rzcLj5XtKPzsh19b48RnbrKbK/V4BnWBtC55QuKi7ZvtoxmtSAz3EosV1VzCKGWqqtVITXmdG4piMjiG3Sd6CHWDoXaV9s9qFRzGiXG/aia0wu6P4gS3fVMz5xVVMV6VZxU+tyKMqvz1teLiU5d7l44F2y3Md6PMtBtKOGslvkozVPt0l+1UoKb7HhRet6KMtKjKON4IXEhcBJ9Bs9DpeB26/99qBR7FfosPSxrCl2MHALebmNz7ce/2TkDRM/qf0UXLhvRd7WvMDZPtVgmMbp3cBorPkb1xcY2a7MHfT43Et/TXDBAfE/n0UXJc9H3frRwDxuprBIF5RWutqKLyRHrax36LB+wMbp25Ay1JRlJvw+vcb2cCheEEOoNCZ8znt8v4fPfUn/73k9y/ywJNJYsmiLx1lBB4qeBHyGGz/17XzGIyCQaxQGwP4TwumaMaakgLZfn6RZPMXsKllFi2IyHTDhjcE/ezahE0U2UlNxbOpV+PP1hN7Ec3WEiod2BMnB3kKlHKnAmcDXK6NuYWS04bGPuojJ/cQohZoYqY2ArbNxdqGS0267dSVRPeg7nC6i6dQNRA+F5gj0eeMj2fdHae3iVJ3DwsnvHUKbrYyum9AR9Rx4vu5/K9+05nXuIduGZtCAeUuMZnorq/FrhIUru7LUDXXRB9G3w8ozDTF8Euc3Zma/Pz8vQZ/ug9XE5cc5C9fdbhKBM2tNeNmryyZgFjYcTLVs0LPFaxYdvoBEXB9AIjDeFEB5JznkZcG8IYVRE/iPw0hDCG+3YSAih1nwB3t+ykXgbRRuRsU6idsLNRBXjHup3PNlJzOw0Yf3sp7oKe6OdO8X0ohDriFK0q4Pdfuw5pc8xncF4YoyiA886YnKGC1SX7jx+tpNod72ZGHZzP9Ez3FPiODxkqWjTHrDtSXSBcyNxxenhLNfYuI5QXcW73cY1gUqFRUbiNt9i+07UR2CSGEa1g0oHtn2F/rxYhMdYV7OtD6ILhgH0+XhSlLmYGlIMEKsNjaAM+CzT521GbZhXiXe1hLtvrr/96n9mN/BZFpmq2XjeJ0MIr6y3j2ZIvLNWkAghfDY5/x7g+5tw3Ywa4DZPUIa7zvY9Se1OK9tRppdKjTcRi8aPAf9fDf30EqW4tGKSJ3NYgzKD+63PQSrTAroacb+1d8nLE4cUKx8JyrCO2DWcibl6uBtlMLtRqfRWlPl+BU172IEygpei9sGHUC/lLlSi+7yNpZfoxXweneAvRyW1u+35jVu/fSjTPYy+g36UKfr426lcLAyiC4hBKhllOzEe2YtF9KBM0Z+TS80jqB22G10EbLG2nrQEVHXeQ5RSqzHe1Ev+O4hVlvqozO/sRSBmU2d7sYIN6KLrKrtPL3qf0boINGzjXZRezSGESREZFZH+EEJdwSvNYLy1VJBI8cNozL2jyypUTADvDSF8vKyRiLwNTU69LNFOLJp+knI1bC/THWy6iaXVDtqvB7Wn3Ugs31YGlzjOURnO4l7IR4lxvd+JEsr7qE4w96ASmNf4dTjxn0QZ8BuIZeL+ztq4pOXF5z31ZSflITAuve60ew2oo1MaF/o96DO7gDJBL2XiWZY8rvZzqGT2eutrFGVavcBbgL+1e3o2MXHDx4kLC3fquRx9/vegTN6zdo2gXtCObWiik+tsXA8xHRNED1vXCKxDGdg5ouahH303Hm+9F01wUbQfn0Cf99PMrKLtRRddvei7GbL7chOEq6JcQwGVpowitttvGFU1p/PCS1oW53OZ9zfowmcAnQ8HaazEYUYNWN6q5vPA10Xk0yQ+gCGEn6ylcTMYb81VIETk+9Hv9iXJ7qEQwiER2QZ8RkS+HkL45rQOtVzUndbPslM1O+Eco7oHrGe06kjO8XR4qWPLZqJKcTdK/C8jOhVBDF9pZ7p9NKCep14l6Eq73uPWx7VESbOIE5QTdr+Ga668So3fxxF0ol1ux04Tpd5qBNZzDXsazz0oA1+HMmCX6tqI+XpXUllDdsiewS5UsjuHago+CPyEHf8+NG/cO4ipE7+VmBnLr7GR6Im9hujIdRRlkFvs2exBpeohYq7rdMGQPjOXjnuIBRcOEZ+9V7UaJNaxLZNm95XsS+GS90N2XzvR9/6k9e9JWhw+3j507qYJS9zJ7GmiVL8CnZceapTai53xet3eau97mJjUw/M8Z2RcIvy9/epCMxhvTVUgROSVwC8CL7HixACEEA7Z3z0i8jk0HHAa413uOMvshMTTSbonaFk8bRtKlPcTQ5UGUCbgIUygxO0o1ZPAp44zT9pvHarq8JjhuaIfZSb77TdMTJ+53455JSCXjMqcirrRhYR7WZ9AFwVe+7YHJfJfQBnIGpSpDyZ9pCk4+9Hn6guTv0WZ7Ua71kbb/hPUxuIFBAatn5NUFo3A7u2U/X3c7nOVnXcKZW6TRJXyVvSZptKfL3yw53EWZXDFkoOfs3scQplvLSFbRUyiz+4WlFl+vso4ivB5lMKLZHg2qS8Q8z+navKiPR3KnbZSzBZDntE8NEHVvGgRQviQiHSjguOcXRyawXifqSCBLn7vAN6cniAiN6AJfG4LIRxN9q8FRkMIF6yo8AuB32zCmJYt3OO1v8px96ztRm2Nni/6FOWSkCeld2lmk7UvqvpeRVQvplVk0jSVRZWpx4E6o+hA7buuVt5S0mYyGXM1T14vk5dWasLOL/bnX0wPKk2DEndPXOJFDk7Zvn8m5mI+hy5WPFzruWjm9FcQk1wMox9Fr53jC5m9VKpV07qxxbF5ooteqqts3aEqZUqeQONa9PkfRRddaWlAL1tYpBzX2j0cS35H0YXDC9D38OlCm150oeLvs1i0w+F1bT1FZx8q5c+2sMwMtcXQuKp50cbxWkWl30LJ1lUicj3w7lqjchpmvDVWkPhv6Hf5lyICMWzoOcAfiogXZHlv6g2dMTekMYypTdYLnafHn4sSvoeYrsYUVAJbSSxsPk6M4zxKJaG+BSWgx9FUf+NEu56ghH0dKqmm9uQhG9dhlBn0o5LqNlRyux+1Sayw804SbZnFIuYe0zpKVLcfJcYEP4bGMafxpQ8k7UeJKtN0UXGQmH/4AMqQ2qy/I6hq5ll2/+12/F500TBGzPjkWaHK7PDY2NJ46QfQ0Ko9tr2Z+LGmBd0dVxGd03qIpSKngEdRe/5W68/Dl46h6uI+Kt/ndtt/An2noO/zEfR5vsLu9xYqUztuJlYAOonOn24b20Vr7znBD9tviz2z3qQvn6c+b30fheMZC4/l6Fxl+GXUMvY5gBDCAyZ81oSmxPHWUEGi1O06hPBFYm3qjBJUKwTgOWN3oIztfioJ0uVEVZ1XVrmJqNr0kJ316As4jBL7V6NSHSgRdU/bIyjxXIva4byogTPaQ9buLSgR/UOUQJ9FnYluJ6pzd9i13A4nKINtR2NgT6GqzDfauYfQyeV2y+egUuhjqF3iAZRpb7B7227jdCZ/1MblquRTRMnQE1C4/bwMnqKmHV2ouM13F+r9fBq1kbpNt53KRUGKlKmn1+5H7TVeT/Ya1APR7bZXEOORr0CZ5imUYX/N7m010UFsFHgtOg8Ggb9AJfUzqP15AvgrO7cbZXLXo+9W7B7uQSnLdei7/VEb/5+h73YcZcS3oNL1aVSL4e950K6zEV2ArLB2n7JrbbL7OUks2uGq/3uJ8xYq57PP8xvtfp6geg7lmQppZGQ0gIkQwmkTJB01T7UVs5+SsZBYXbIvJTIbmF4QHCrT4/nU8Jq5EJ20elDi+CgxVeINKEEcRwn4WpR4nkAJ5BGUqK5FmdwBVPK7gehI8xqUiO60601YX4Mok7kclcYuoozEM3S5LbeNWHD+c6iE/gNoaM9FIuO8wq5xkuhauJYYr+ySsjvp7Ac+QHTwcokMG7/HlHryi82opAjK+K4h5oCeSn4jtv8aYoz0VmsvyXPfZtfBruuq5xM2rrSW80kb/2a7H2fK5+zYTqJzxbg9l5fac3quPbdhe47uxeylIHus7UUb/+XoexlE35M7MPk7fI2d2010wjhAXOR4MYKLdi8bbf+oje2wtduCzrNH7Ro9xOxq/tw9cUZK0tL57PN8gKg2v0B8xinKvp+M5sBtvPX+FjkeEpE3A20iskNEfpdYwXJW5FzNNaIs3d18oIyY+GqpDyWoPofT0nFjyTlO3EdRCQGiF+oR6+8CShS77Oel27ysmxO+1EsXYh3UMaKEcgpVv/YTGWS33YuP9YL14akYLxKXi+eJtuj7UcJ/PVHSGba/61C7Zn/SJ0QnndQxzKXSzwL/HmUMnupwkOgh2E/0fnYvak8scdbaPYZK8H6Pp1HJ/H/a8aMog322PW8PS3oS1RKsRqU0Z3Lb0XzON6PM92VEJuvPzrNjpffZb/fvsdnuGTxEDD37FxuHZ7iCGMs8RoyP9j6n0Pfkz67TrrMVZbZrrS9P87jJzvP54PNjJdHj2tXLPre2oA5Ve+16XUQm68/L79vVzak2wuf5lF3XzymTIsq+n/nAQtGLecXyDif6CdRZ+ALwEdTU+qu1Nl4WEm8zUrks1EdUdl0nQuNEiQ6UALm05XG+q1CC3Yuq+/bZfvd+3oOqZHehROwsGqN6BZEAn0OZaRv6LAVltqeJ6SQ7UWayF1UltqOE3oucr0aJtrfbhxLYLmIlmVNEJoONaxhlTF5j2IvRu6SePiNv55WAUmL9JMp034KqydegjONZqNQ0aM/KJaS1xOQQnm6xD2XEk8lxz5DlDOlyO2+DtVudHMe2VxHr8j7LxrHGxvUWG2eagX2MyrrCRSbnkqPn5sa2PT52d9LOU44Oo8+9C30P+4jvc631NYS+Py+l+Cn0/bpqt4PKeeBzo82u4elIXVX+DaKvwS4b1x5igQtsHO6M1kGs0uXz2R24IGoE/LmUmQpa6budK+YtBVUDaFDi7ReRO81RaVEhhDAaQvhF1HryshDCL4YQyrK/lmJZSLyL2cYzUzrHC1Q6CBWLhoNKtOeYXvLtAJGZgdon3avN6+M683L9yUbrYxAlvml5t9MosfGUiL+LEs6XotLcStRWe5TIOJ4i2m33EJNmONPxEnq/a9t9qPd0N9Ej+EzSh/89ZNdO449d0v+03fsZ1KnHi9LvRm2grk49aeO5HGVO/aj9eAjN4vJLaNzuFXYf/8P2r0OD+7ZbO4+pvkBkMF12vVtQB6p1qA12NaqCTceL3ccAkcGk9+t2a8/NfQFNmp56CPtH7s/VQ8lAGZ1Ti71EL/Cb0Pd2APi95Nr+fj0u152kQKXfEbufPfbbbOduQefbh5mO40yvIe3j9Pvw+ZzO46+V9FVEI3V4FxotT7cal3gXrXOViLwAVVD12fZptAZBTanQlwXjXY5IP9qyMI2ydJGdqFp3CiW4h6gkXM40ywoO+ArfbatXEaWWUVRiOWzHfGzuxSpEW6lnHlqDSl6vITIrr7f7VXTB8WJi5ib3HnYVqxcRcAlwdXJ+G9FLeC+a7vJmonr0aiJRd8+/fru2ezm/Dvh9ooPR6+wZuBORq7/biQuUG4hq+5tRJ6Xb7F43o4uOXeg7SBmRp3L0cfu9esaq56LOaBdQlfx32//niRnGrkTfgZsmpuy5eww26HsZtP6fJEr6t///7L15mF1Xeeb72zVqqFKVqlSyZM2yZAnJNsZmNHaDARMcCHS4IYGkSQidobtDEtL3Jk36didcujuhb4/pJuFCd0KGDmRO4ySYwTg4NkOMjY2NFdmWZc2zSlVSSapJ2veP93uz1jk6NVfJLul8z1NPVZ2z99prrb33etc3vR8Cu+dJXMq1NDo/F3kK18EYlzcwN6ENTB4INVZ9tfy5fdGDUF2uNvlN4J+VZfkgQFEUt6NU/psmc3K9LGBd/l5ckccLu02TU+HMXYnMpw5Y6kX0jXsQoJiRygEy5lvO6+mat3gJyhk1wAygRbsDmW/tmz4SxzcgYCsQcJ1CG4jhGNtWkkl5FG1X70DaqXNk7aP2mE3E0RDtPBjX2xbfLYprHUUWgxXRZgsCt0ESmUgbKfDL82oyiveT0paOID/ywWhndZy3CAHQaLTdRCrwcBFpjo4sdtpSP0q0P03ip87r+eb50I3RXlvM83oULObgveeRn7fWxmss8bz6flc/Y3WZXbmcRRJuWlSUn7t++uev+fb8LQtYFMVXy7J87USfjSV1jbcufy9eDLtJZPvHmRh4cyakkwiQziIQux+B8Z3IJJsvuN1xDbNLOZLZmk4vAoJhBDb3I63xFgQWp0hkDJ0IpIZJ5kiTiXhsh5Dpe0mc95NIE2tG4Ok6wosQsDdGn4djTCuB95Lyc78Q5y0CvgsVRjBr1+H43YLM0Q4W24OA7NZobz0C8cfi/9MoGtk7S49hgLRJ8TjNiuU0pLWozu+fRV+aog97sjlvjz6b57oj/jb39UG0EbkTaeqfj7baow853edkGLDMH+3iFnXAvbLkCohOnq48XBTFJ1BgVYmyH79SFMUtAGVZfmu8k+vAO0WZz9GK7VxaxadaI+kiBVadQWbAFVzqI87lbPb3MCquPII03U4U8Wu/5ta45r5oz1orJHAizltByksFgeY2dA9OIa3sYeR7dnDYMAKH57JxdiHA7kWBS6ACBesQaA4iM6wrd5idqQUVfbgBaY09wHsQcHuezqB57UQAPoKKEBxHmuojpCICT5CA6zoSm1Uz8G1ERUn0tQuBcS/S2v2iOmJ7mOSTfSWyby1GpuYWKklktyItuo9K8+0QAuGLMYdr0T3Zie7Z5vj/S0jzNT+3Jb/v1eI60HtJAVFr0AqV5+NWW1Sslc9XnuX5vD5MWa7uqOab4/cvV31+G3rM3zDeyXVTc13GlPVI07Pm++w4x07EJrSW9KT2IiBzpO/x7NzN8fsY0qY2IVBzyolL3N1BCji6l0QkcpLahP8uY2jaRlc4+iYCntfENZ5GwWR3IkA8gkDatX13AH+CKhttiGueRiD4Z6iy0jZSDd1voA3ECAL925ApeBABdAMC+W5Sik8/0s7zMnuW9XGsiSPsA+9FJuuXkcoFekOxK8a9PNrwfWwk5cGein7YrPw4iXKylkx0vzeTNN1qrbsucyeX09R848KivGfSXE2Xysa/m7+m5plKHXjrcom4gs9CtIDvZ+z6rBYTZfRTWZVoK6k2ax8pQAcEUCCt6ywCp+sQmDUjkP0aApuLCAg2IwAfin49hrQ9+z9dUCHXmExfuQkFS1nzfxKBjbX+30aRxg4EAmmizwHfT9KQj6OSeNdHf59DqTJvQ2BzDml6fxTfvzTaGkSA+rfA+0ja3jejX9b0nkRgWV1Or51U+MB+7CcQ2NpK8TgC1rUI1PcgsG+L+T0d/W1G98SR7Y5od2BcJ6kGc87CZQIUuJTfuVqWR7/M2XyS2hWr6jJ7Ms+Adxfaj847ruaZSt3UXJcKaSIRaBxjfK0nFwcMOcfyCAKqVQhIRxBpwnZELmEiDEhMXMcRMDkn1eA3gjSyJgR2A0jLfT0CsPOknM4FCDifztptQWCyAwGBKTBfiUDkBHLUmOP0NAKJYWQvug1prr1xzS6kIf8uyrv9K8QW1YUA7TEEvO8l5Sm3xHzciPzBH0Fm62XRj+cRqFlD3UaKCPY4vCEoYp7XIX/3HuAepP1eH22dIFkUlpHA71BcYyWV5BK3kWo9P4Q2EZ0IvJ3itQKZz8err5vLMVIe96Lo+1Vlir3SpbyquZpnJHXgrUuFjCLT4CApwGcTWsj7xjopjq+m+ruAwKsPaadvIZlUjyJwbCNpkSAN6wjJxwoCiXakee1HWt57EfC0RDvH0SahjVRLeFtc/zESyDi3dgFJA3sU+EUEEP3Ip+p8U+fqLkVg73xScwsPZf+fJ4HU3dGXUyhHFxS5bHasX0TFpW8lEYm4X5AilF8Wn++IazjYbS3SKDciMFwTfb4p5teR2gcRmA4jzdr31PN9Ltq7A7kV1kZbO+P3KMmknN/XiZgCOhHg70L3pYix1UH3ypKr2Mc7I6mbmusyaTFZw3TMhdsQGJwhBRlZk2tH4NNL8vGayep6EpvUCALV7Qi8SgTg+xH4OODoMeTTdS7xBVK1nEUIyOxP7UIA0YaCwQ4g0HQpw4eBT5Oid78Xmb2fRuB0GzKHb0Xm9gbgz+PYDlQf85WkEnv3Rl+3I8A7EX2z39n82CPRN6dRPY98vi+LcbWQaC6vQcDWH2MYJdEunkZm8KUIDEGm6K64xpnsPnQj4G5HgDmdMmEzeUbqMnO5rKbmBUX5Z6unf/71z81fH29RFI+gvN1Pl2V5aqLjLzm/Drx1GU8aERjaRDjApWUEJ5KNCPBcC9fF5d3OFlJai2lf1iMQ213VqbDVOQAAIABJREFUjsvYHUGgeCvyoZYIRA4hQBxGYL86a9s5uoMkU62B7dsooGpNfNcSbVrzPBPneQ72ICB09ZuXR5+tcS/IxmlTryk+9yPH1ktJG4O9JFO5c32danWAVJJvK4mWsoh+P4rAfQUpEr163i6SApxuzdq2n3Z1Nk5QJPe5qnYmI6uzORhFIF8v4Xf5pA68l0eKotgE/ChKIzIIf7GcJKDWgfcyyFz4tczAdHGW2m5FmmXOaLUc+WgXkgq653mbC5G25cCnPNJ1E9KaDHDO7+1EGt4TCKgMUuYz7kOgtBppZYdRgNIxBAJvRoC7jRSQtBNRLVpzNDFESaKZ7EIg8yCJ/eknkEb4B8DPxXVMhmGSj00kM/VojH8g+vVwzFcPAr6VpBQh+3CGYh5MTmHSjeeA/wK8O+b9k1m/7iBVXPoSqXSiiUasqb8EAbEDxXZEP76IwHZ5XGclKS3pzrgHp9CmwpuJPUjb7Yp7cBRpwN4Q+H5Cus8O4DpKpc+3I8bSScp5zoPzTNNZq4zfVKUp+nCB2Qf4+eiPvpzAe0NrUf7pqomPG0u2Pj9/gddSFEUDCon4OFoKfwv4tbIsx2UrvSqKJLzQMhcv7wVmD3QhVQrKpRmBTj9a1KvJEhYi7SsvpQda6P0+LkXRs/0k0+9TSEPcjsyd30Gg6mpAKxAArECg7Z8WEjBsIRWOHwL+QbRpesRb0NvQgUDGhP53IVbzm0ilAt+JNgGjyBQ8EudvR4QUfaTC84uiza44vynrV0d8fyGO74vzt0d7I9H+aFzvnaQSgDdFv+4iBWOdijbfFuevi/G9PMY7FOPvifnoy/qVz1s+n9fGObtj3keify+P+9IW96k/7psDtFaRKhHlJQ6vpbIKFFQ+L61UlvSDVBFpNsQsXnOhVc830H0hpLw4/Z/5LkVR3AT8J+A/oPLW34f2lPdPdG49uGoey2wuDCbZz6UXLepPocV6CwKFxejp6qWy/N4ypPnmdX9XxOfOFz2BFvFb4vy9SMN7Pv7eHtd4eZxzhKR53Iy0uG5SycI9KPK4AS3At8bPF5A2uBYt/K4KZIBsi8+WkHiQd0S/XkGq4rMXgaTViNxvPIg0yG9Fn1ye7/k41qUAHZy1KvryDNLYndKzhKQpD8W8OKVqbXz+JIqGduGGrcj//S2kjZZx/eUxT6Mkn/GquCdPxTj3xlzdgSwAr4hxH4v7szLmflm0u4/KOrm+zwtJ/nNXYjob5z4d17uZSwsV2I89W1IHyBdIZh7VPG+lKIpH0V73N4EPlWVpA87fFkUxIW1kXeOdRVlP0vQsrWghqgY1L7RjSQspNafg0h3SIhJN4mxIN6mkYC6O3l2BFriTKKDoDWiRtylyJSnHdi/JZL0hvjMt4jeA18X1XBv3ThS09ChalC+QtDRTGfaTzJcvIZmD/xw9xM5N/acIUExnuDf60IMAyixdu2O8nciEehwVPWhGZvAfjeN+DYHSfQikHEl8XTYXJ+N/m3cfjONvifMvRHtPRPu/EdfbFddvi/6Yp3pT9HdD9L8/xnNHjK85xutAriMxHy8hFVzoJ1FBWtt1lPmjMd93xvz/ddyP18X9eSzu10oS5/bx6MvNcZ9XkvzJy0lpVyfRc+IgKz8/ubTF9WZDWtCYF1V9bs5uSD77scQbsVwWontQXc93FXrP66JN2VWs8b6rLMs3lmX5aYNuURQbAMqyfOdEJ9eBN6QRvWQzMYE1x0/+krt2bPXC4Dql1eJzHYgDSfvI23WUalfV59Ptf17L12ISDZBPc1f2naOCL6LF1df1YncOLX72vZWkUnfmcXZkswOWyK53NtrvQePrQIu/o3QXornehLTBv0TasiOkn4i/l0b/TB7he7yCVFLQEb6vAj6KtM5PATd3QVfk99yIwAqSqXQd8tk6SMubo+8lVTXqWqB2PhXtfjSu46jlI9GPFaRn8HTWZwdaGbTbY5x/GePeFJ8vjHk5HfPUEfPWE/NoekfP70DMe2vchzPZMadJxesvxLisofr+Nkb/LnIpDekuUiGFhVwKsnlN3alK/nzbxO9KVvnnuZUlr9lbC4BddzoXv7NLss9aSO/4dGU21pkrSOZtPV5EYDeZz2pK3dScyUwDNFx3dTj7zGbM4apjT1P75as+DvSiu4ybpch+5+1MZyPpyNzqsbvd5VQGxxxBJkkH3TSjhbYnO65Ai/GpaNd+VkjaHfH5eaRp3UUq89eHdoULom8LUB7qmriGS/htRsFR74/2XUP4TgSKp6Ovy1Do4dviuLUoIOuziMjiYrR9C4ro7W6Bhe1wsldm67vR4txPKhjgoK27SMXszyKT/FpUYGDLICy9BroH4IZhaazH43rLEHHHO+L4FgRKX0HAfYIE7nfGtV3F6W0oiuNuUqnBY0jz/Q4yH3ve+mM+XeXpLkRX+WpSPu5+Unk++5cXxvyNkp4339/DSPPrQUFbu2M8uZiisvo590bMz91UJH++G6l8D8j+LqgNkLXerwEuffaHqf0un6L2hnmycoH5UeB+snK1EWgURbGVyGgsiiLXbHPOnwmlDrwhsxGcUYtWsZ/aFVymEtHZSyWhBWjxbiZFpVqmE+5dIjBdUvX5ybhG9dx8JX6vj3OKOGYnKVjIi+1zaAE+FP+b1tBkHF+P65hLeADNlyOTjyFtpjfOORHn2W9YIrOoywOeREBwI4kp6SDypR4nRYIvRqC3PY47G31siuufHIbhvQLdOxEwDkXbrm60Isa6glSs/gwC8J447wvAW/fq8360cB9CptoFcf0c/M2LvT+OWxXH3YioJlcjTXMoxl2SqhRBIjrpjbEcQ8BtDuiBmGdzTlsb/TbylxtUDkbbfqYbY6wm5LAmvAQ9B04Vy8XsZCerPj9J0qqnKvk559FcLKDSpO1nYbKrYC1/8xlqF2qYqBrTZOSK8UlfnUUStpCI3XJN/Qzw45NtpJ5OdIWLGYPM7TsbshJpQ643mxc5qCVdyGx3uOq4W9HC3YQW0edIQUitpEClPJ3GEdK52RsSsYQ3D3+OQOWlce3HENhsIxFTLESAvzj68BcI4F4TfbCG2IeCmHajgvcOW3SQ004Ekm+I69+D/L23oLfTPuqDaKPxJHpjRxHge6PhQCX382Xonn0bgZVN3S7K8FjVHGyKPp+lMp1qQ4xjKPpwCvmkF0YfTpPyp4ljV8a1x8uJcJEF1ys+z9Rq9Y4n5t6u3nDWZXy5nOlE25qL8tNLJz5uLHnZ8fmbTlQUxWvKsvz6dM+va7xXuJRMjld3KjLVxbWJFPQzgIB6FC2ueTGEtQjInIpzGgFZB4mP+QCVfjqbwYfQ4n8WadQ/GueNIC3QLEz+vYVUYtB1aX8E+FxcazEC+m8hkHsT8FYE+A/FGJbGtcr4/yFkxv1pBKb3IdC7heQTPxLXgeSaWBjXyIsO7ABuR6bmm+LYv0LBTXkpxdwN0Bvt2/fvIhcHs3ncikzuD5GKJyyK45sQkLbFPNYyy+ZygbljqJrNqOe6zJFchRpvURS/UJbl/wv8YFEU76n+vizLn5lMO3XgnSNpYXbzbC3OG52LhamJFGDl4JuJZCw/XQfJd+aar4tI5AtnSDV+n0RgsZ1UDemJaGdL9Ok0lzJmrUT+WFC+rEHVJfvMPLUHgex+kvmwNX4aok/tSINdjnzGDciEfBGZgZd2wtAg/OwgfAyB2hGSdvpmBKwfAL66AK5ZAD192lA8G8d+BRV1WIo0ZNcjdl8srl27J/qzFAHjjcAfxzGLEMiDzLyHSdrpAMnvO0AC9JuQprs95vNhUhCYC1x0kGox+xlrRPeglpl1sn7a6TxbU5VFaLMwF+9cAxNvROpyVcjfxe9aVTsnLXXgnSOZq5d0JhGVE8koKf/TfMYTiRdda0zWvvJF2ot/K6lowlEEPnkhhkak+T2BfJlup4kUcZsv9CasWIoKMJyLz1aTWKYeievdhsDpGTSHa+J6ZxG4dkb/rkEVh55E2uxPAgtbBLr7BxUwtSxAeOlgiqy+ZgG0LoDP9+m4NXHeTcPwiejTD1FZKciBZQtJBQlGUH7uypiHR0hVlDYgfrp+UsStSTZshfD8nCWZ5T2XTyAAWR19fgSZq22bdO1lF56wW8Cmcsvy6GsvkzcD20rhZ2yupHkO2r9ifLJzIFdbHq/LF5Zl+Tv+LNir2sqyPD3miVVSB955JrNtNq6WgXG+c8pMTg25GIGWF+MlyFdbvSBf4FKfpGVd/D6BwM4lBg8gX2l7nH+8qt2d0Zcb0MLun3MIVD6DqGRuzvrgcXRGWydRNO8RBOBt0cYNJNrGI8PwAPBa4OXXQ2MznDsN5/Zrw9EOdPbAoiXQuRzufQb+96DyYlsQI5XTzKzlfz3maR0ysXdn87ocAfQbkGnbJQS9OXCxg/PxfV4v1/PTTUrZ2Y3Atj3m10FH62LsPucI45uOC6Qxd5I2WX2kTZH7n1c0spxj7s3HdfP05ZerzdRsKYri08A/IVHMdxRF8Z/LsvwPkzr/SgiucuqAd+sgLcYpMgXa6Tv6djIv6EJSukJDtGttYoRk0srTeUwrmPerenbNAOT++iePiHBa0xBa1GrtuKsjKBaS/HWLos/OBYVE/3iRlHLjn8mY55pIPMOeC9MBWiN12opTUCaSNpJZM7cQrEYLvHNRh1GQzWmk4fWTGKxakRa6FmmJO5Ev+R/GHJhX+UkEPMtIjFX2HX8NAfzr4hpfJeXS/hKwbg20d2mR+c6TAq+vx7n2sS5EQVk3AzfcCEUDnOmFvfsFnGbPem38fgAB4m2kNKXTpPSnM8gMbP7ni8D/Rv7arTGmfUjTH0IbiGMxpqWk3AbPXz8C+txcb5KWIcbfcFkcxdxJCkqzlj6EnnWzUh1lcs9US4zfPzb/D1H57DqlzgA+wKWb0ForWVP007mzjVXHX8h+/F5XZxxUv8fOxYWUGuWxNGfHD1O5Dk1m02x3TJmdm69DkEhmRmqM+XIGV72ksSh/Z/H0z3/VmXkdXPV4WZY3F0XxQyhO9F8Aj5ZledNkzr8iNF4/5DB7GmGtdvxET3arUuu4IWaHHL667VyjsAnWAHuBVARhkEvTOyYjo2jRd0HzgqRhQsoBnYpY+8tlI/KZLo1rHENgdB6BkaOZjyAfrHmiTVnoAgUDaPH/QxQN3I0Ypd5MWggdgNSD2KS+m5S689Fot2MBtC6EC6NwbJ/68Q+a4IZRFTl4BYpi/nGgqwmOjsKRPbB8rc7rWADfiGTZDyGgboy+/DMqA8e8qftbxFI1DPxXZF6+JsbVEeM8j4D3NAJwa6pHkBnZQVtL4podJAYnVxwaZmrPgs3L9iXbUjEcP45CnqzmabNzfnw3ugcuouDo89Y4bqrpPHY5zERqWW+qx+gNx1TXiGqpa+3zRpqLomhGe/yPlWU5MpVsmysCeC+XzBfbQK3c4ZwJayYyVZOhqTGL7Pr2cdbagGyI45vjmB0oKCqf+zcibWA30lZXo1xSl9L7PALeNlR1qAsRdGxGINuM5sMl+LpQwfs9aJE/FMcOA2cHoe8YDPTBvwH+53YYHYL9u9T2DVvhup3S+Leth9Wt8GNPwb9+Cto6db4LPBwiVez5INLMS9LGcUH0bzMCzFtiXF9G5CG7kYZrRrHeGP86lDPcEMd6c1KQeKKdOrWB2qX+zN7keW4n5QiPpQ1PZ7M1kdTaCMy1e2U2Zb6sEbMlV6upGYVu7EHZfn9TFMU6EjnfhFIH3rpMSVxrFVJE8EXG1pxqabW1pAVFFTvH1ilF+6qOMRNYG+ImNg92U/SjCZli21AUr8voPYkYotpIxBxnERC6ytJHSdHTb0bAtgtY2Cfz83uRb3fHfpmsX/sWWLQaVqyHr34eHt8F29bouP8FvLYv0V52Ab+LNglLkPbr6khnY7zLo39diFTjpdG3l6PAKFdD8jg3kIpQtJIAyvPkAgfbSfeqC4H5ISrN+9WWmMloid2kknxef3P6z7pc4XIVF0koy/K/Af8t+2hvURR3Tvb8eenjXVgU5VYu3TU0UAkKFpcNsz8GKn099svaX5v7gvLZyX3FuUnJ7V4kLUBldnxDdn5TjX5X+57sG8r90qNoYbTfbEGc4zG3ZMe6P/bBGhxtdvYi7ONtKhwiUQjaJ2zfWz6fDrCqnmPPQR5g4wX9PIlT2OZpf2afq8HDWlZJKgThfFtX3DmMatV2k4oVrIjzH4z2VyJKxfWkKkTmiT6KSvRtQfm2/whxKB9EQWDvQpri/Sjt5mGUZvTOd0CzVU6XRPLv8zByEv7ss6qz+8r4eQPyTf8xIsVYhczJ/wvlBz8d/bwGaZqLY8yn0Zb6XlLU8h2kVKavZeO/K8braHQ/K44iNwFJR5w/RPIpj5C4iodJjFA28do/mt/33OcIlfc9/8xxBLnPdgEp1sEsZ36PzN7l6bUv0yUQG7PjHZvga/vZzZ+V3F/qWA1LLYpYm7/93vud9vsM6Z12f/K1IPfNWvx97k+e7DpUPcfuYzXejRLMcZfRx7u1oSh/cwZVWm4fmtc+3lbg/yCVFQegLMuPTOb8WdF4i6J4CyrE0gj8z7IsP1r1fSva8N+K1okfKMtyT3z3i8A/Rs/dz5Rl+YWJrmdfWF6HM6/g44cyB+KSFAiSE/obHByglRfV9stW/WL5xWig8sWvfhnywAj3x4uTXyhrL66mkhNe+BojJK3oIgmIvEA4qMxtesF1Lmd1u17wClKQigH5Ynw2hBavblIKk/ueB1j58xx08wCVkWjfBQq8YF9EWpeLHbRlnz0b19mMNDSzK51B2p1rwG6J9k4SKT3ZdVoQF/H1cY5pGM8hMF+LArjehnyoT5OCeO4AtrTAkm74xmGB5W3AK7ZC82YNcmQ3/Mlndc2jwPe9A5o3QnOXjvvgTo17EbBpJZw+CXcMa16a0Sbhf5CC59bGPO2Nc9bEOM2bfF/M61pSGcGvkQpobEQbBfNoN2bH9cacmtt6AwkUj8XvNXFfBknEHnnQEdm85uCbb1Dt58zr7Zoy0s+Tc3kd1GcTeB60CCmOANIzlV/7Qsxdzn3sDaRzoxeTgrJqBT0aZPN30c94voGuxa/szavXGJ873prh/70OeXPszcFItOF1yH3K++N84nxz4GjyF0KFmmtT81xgy1htFkXxAeQFug7oKcvyBGPLZ9Gr8ijTCNuZMfAWRdEI/DradB8AvlkUxT1lWe7IDvvHwKmyLDcVRfFu4N8DP1AUxTakHGxH68x9RVFcX5bluNTJQ6jWZ12SFAgEhqmk+VtNyufMU0W64vdYlIA96GndM8b3XWjRGCKVoBtPliNAyNmZ1iKgeQpphu2oRN0WZCLdj7TDHcjkewOqyvMBBLBPo6IDK0nl73pRcNaNyLz8qujbryPw3B3X2oIAcwkpcKmBFJjWtVI+2p2HZaJ+AKUM0apG/vav4D2/sgTWvx72fIWHfuk0t78L2KjjencqSvqzKMWoqQW69qa6x9tjTo7Gz9ro73fUBPcA/zrmaQ8KEHsyxrcwxnsnMqt/HPmDm4HfjvF9B21GTBzSH9f46xjnGaTF27T9QHZfHB2/55K7WCkuaOHnYKxnaTkChbEYz2o9iytI9JcHqo5tQXM2/2x1dZmKzAW2xDljtflVtMR8ZRLdW12W5VumO7bZ0HhfCewqy3I3QFEUf4DWqnxy3gF8OP7+E+BjRVEU8fkfRD3D54ui2BXtjcuBuRgtOLmpJ49szpmABtBOsjn73Ck1kIqRX6TSdOXzrbFdQLtw78QvZu3mO/zcxFzL5uNUAEha+giV5BXt2bHD0T/7MZ2WUKLF0dH8h9Di6sVwcYz9RIx1HdLkSpLftSDZSQaRdnKeVIquMT4/HMfaBGoC+VFSOojH73zVpmwuWmI+fW1rRStIZuMH4to/ENfuBf4s5nsZ2oZ2ItPsp+Kcn0TPQQ/yz55DwPKR+GxXzMt5BNCr4rxnkSb/wzE+a0e2mg0ALa36WQlc3wSPjYY/6xzc9xl4079dBHd8CJbfCGteze0f/rfc96/O8aaf03FL4ryVo6mtMvrVEeNujev/cPRnENmuViL/7iFSlaAbY75+CQHuV5GfuDvm4RNx3r/M5ulvUOrTHsTm1YXSnf4w2nwLyTx9hGTNaIv75uo8vo+2pFgD9rNo60p7/NikX5KKQZitzOPpjM9Ho39lXNfX3hfH9yBfvmksvcnzakp87ohiP4um6DxLZfS9n1tbmUy4kWuPtaynuQk518StvVpLdWT3IMlkbouRaU3tGjLFaW5RcCrVUNZuW3a+1608vdHabp7PfVlk7ikj5wJbGKvNsiwfi88m07evFUVxY1mWT05nYLMBvKvQptpyACkaNY8py3K0KIp+tGasQgGn+bnVteQvkRZkLqs2ddkk5Hw60AtgM6pftNz01IgWgGofVXPWpsGyOk/PfqPc3GQZC3htkvYLbJOxzy1IBAc28+Wm4XyDsZC0EWgj+bjsQxtCkzlCMht70zEc5zmYaZgUcWuNxwvYYpJ/rInkCy5JZr1q/5fNZ55Lz+cgKU3EtXJdRegMWkydf7odacMfQJq7fZTXIQ1vbfS/GQH276HAphXR9suRv3Ylivlf2qS0oB3A4gZYdVE+XcuimJ+jKA+3oVFA1bUSXrUfBsNB3ACw8U0C3WVbdfLGN9HAPXBGx70qzrt5v9opGrTIriRRG4KAZFX0Z+SitMNrmqBlVHm7h2Mcy2LO3ls1zvaYh7dGW+tIOd03I3rL7SQNsh1p4qal7CRtlpx25mcqzwO3W6Y6jsHuDz+3rq/sOIWlpA2j071MT+lruiCCN2gNpPxixwX4ec6fcZOgDFLpRsnfk2FSnANUFl3we2vg9YY597ta/L5bcjdTHo+Rm8wN4lYOPJe5r9zrE9lnI1nbXp/I2q12YRl4a0Wrz6WUzHlw1Vxhy0RtTkZuB95XFMXzJG9leTnzeGvhS7UVaKxjJnOuGiiKnwB+AvQwP09d452KxusF+sWk8Xp8ucZrMOlFoLsVaW0mbuhDRBCHSWB8EmlxdyJQCjcsjyDQWoqel+HRVMv3bIBuR3ZvzsW4FqOd/MULuvYNhxUM9ZbF6txFgN33wZpX68RjT8Lu+/R5OyxYrOPXH9b533tB7S2O9vOAmQ7Uj+6LqaZu46g+e0nMxyMIJI/H+O6M8W5Az84+VEBhJTLde54ej/l7CpnWnVL2QNyz1/Hi13hb0aajWuPtoK7xVmu8LwSX9Axjc5cVRZFzHn+yLMtPZv/PBbY0jPH5VOXuaZzz9zIbwHsArQuW1aTyq9XHHCiKwjwAvZM8F4C4IZ8EKIqifLTWQVexTOTj3YvAwGK/2oPUlh4SgUUtmY6P14xDlrXR1wGSj/cPST7e9Uhr24GIJG5AfskPILD9BDIh70QOm81okf4SMs2eR4vzUpSDm/t4T6KIjJ8nMYSdR+C2CBge0s9h4JlR+ZQbGvTlm94DD334HLd/5KPJx/vhc7zpPfq+oUHHPzOq891WEe1Dqgm8APjvwC/G33+KfLxfQz7ePB3qSRRtvSr6+CAC1k8gSslu4Feo9PHejEDg3pjvp1Ee9BmU72wfb562ZYvHWPfeMlUf7/Exvh/Px3ucSqpR+3gfpe7jfTHIDBXeExNENc8VtkwKc8aTsiz3FkVxO7C5LMtPFUXhwl6TktkA3m8Cm4ui2IA26u8GfrDqmHtQNbSvI/rc+8uyLIuiuAf4dFEU/xmtkZvR2jqutJJI9au1R1cFgsqo5ny33kgyGVdHNefRunMR1VydijPdqOZFVddYSkobsqZilimb007FOS0kzT2vBdtAAkdHod6KQBhmHtW8FGk6NunuR6bRVXGNVqTNPYvenjUIeF6KtLsLqLpPW7S7Bfl0dyI/aTNamO9H/t03ZfP4U3E9930fKQr6AgKkTTEfg0DvYRgdFrA9HO32HYeuIWAFvOqt8Jl/eZpruOfvo5pZoYH3HdfxD6Pz+44pqrk35qUt+jca9/Wa6I85ohdFf21FWI/qCw+jYKlmBLJ/hYB9CymC+X3IynEXqdbxmhjT2ZjfddGPTvTCnkfar+9/X3zvPGhrbNOJaj5OimpeTwL1PG3IUc2DJK3NJupRtIk6R6Up+gJ6nvOI43NMHNW8kBc+qtnr0HhRzbYaUdWf8aKaTZwyj6SjKIpPAn/h4gNVMhfYUkyizQmlKIpfRga1LSjspJlI35/M+TMG3rCrfwD4AnoGfqssy6eKovgI8EhZlvcAvwn8Xji4e9FgieP+CCk1o8BPTRTRDAkkp5LHa2D2gtCYHZfn2XoxmWwer82/Bp7ZyON1n/N8yUYq83hzAM/TqHI/d7X5eyEJYC9kn9nHa1PYEirzeB3xa6nePHhx8xwY2L2p8fiaSRsB0NtgH57n6VqSmbxED4s3Gs7NPIQA52kEQKBFx6lRNsl9Ay3gwzGm9aQ83n3IZP2XpDzedWjxexhYMQxLD2sxfyw+e/VOWLNFebzNq+E9P53dqItAv/J4v7lTGrrzeHcdFkg8iFKTRpBp9z+izcFzKO3pmuiDTfqHkBn2GyTWr32kPF5IwLaWZDZeRvKHGohMKtKRzfVCpI06joC4P65jPNU83hyI/ZkLO+R5vJDyue3ntQ0w94lWm3+9UbaYK9rPvdubbB6vx5TLaHaOxzDbeby11iGLFYL8Wu5zvrGv1e9JhQTNolT7vach/WVZ/sSY7c8RttRqMz7/GeAX0Bb6iaIoPleW5Y+N0b3vRa/zt+J6h4qiaB/j2EtkXhJoTIUTsy6zK1NlrpqsmLnqFaQNQi8ykebHDCNWKZNAnCDxLbvgwi4Sc9WKOPd/cSlz1U1I23ZbtZir3h/ffxVFU7xijZirOkjMVecOiLmqHzFXfXO/Cs2/Fm0EfgtpwF+kkrnKhCEHETPV8qx/n0WbARDIPhGfbyIFHh2P83Pmqi9m82S5mxREdx6pEdXMVdOROnPVi08uZ5GE64v6fM4bAAAgAElEQVSi/PUZnP9m5jWBxsNlWb6yKIpvlWV5S1EUi4GvX1VFEupy+WSqi+pkuZqHkXZ3HQLLVhLRxX4qg0cukIoD7EVgZj5iM/hsREFJbyQVkf880kCtzTtaexgB0buijR3IbjWMgK6rEzYEV/PrlsDNm+Cbu+C+z4ur+TvB1fyKTdDUqgCof43ygHv7BJD9yBy+LcZ+CIF+A6l6zhkE9i5Qbz7mR2LedyOt3S6O59EmYV2M1xqo56kgRS7nftg9Ne7TdLiaZ7rZqsv8lxlqQBOZml/M8kdFUXwC6CyK4sfRHv1/TvbkusY7levG7xf7jM1FdSLLbFYnqiUbmVx1IkjVib6GtNdrkPm5E3g9ldWJTpCqE3WhDcEmUkm+3wB+leQrMz3OVxfANWuhsVnVifafUbpP76iqE70dOZl+jlSdaE27qhNdGIGj++C1WXUixyb8IpXViWwq70Va6x1Ik/1zUnWiryD/q8k/niAFjOXkKNaK8+pEJTJ372D20k7Wxe/pVieqJbNdnehyywu9RlxujfdjMzj/u+axxgtQFMVdaEkpgC+UZfmlyZ57RWi89vnmqQD2s9iXaZ/MBer1eLuY/Xq8XcxOPd7d8fd1CJRcmN5EF41cWo+XuK5B1GkpSxDxxmG02XgVyYfWiEDO9XjvQHN9GkUP34Hmrn8QOs9D+0IVQzjxJPzNqDTiRmS2bUT0j68ZVRTxivXK2z13Wue/Oq77JImX+g5kTr6NymetOfp5EpneP0ii0xwl1e3ti3EvQWlHrgtcqx5vH/OvHq8D6CDlgS+Nn3o93tTfF1oJmGPGyBetFEXx78uy/BcoiaL6s4nPr2u8dZms5AE23mAsRgvxcrTQOs92KjdoHfLRNqFAonakzR5AGm17tFuLmWc7igT2RqQl+tQHfAaFOW6K744SebIk8oV9SFu/DtXjNcg5GKgLLXQPIJ/t3ddL+z13Gg7t17nrgGvXwKIl0nLvfUY+4ddFf3pJG58GBBqfi3lah8zpRfT5QszlNdHnXYiO5z3R57OkTUqJ0oZq0adujePPoM3MaqQVn0EbgVFkAp+KpaKIeepE9+pY9PlsfO/nYpSJ08vqMjdyOTXezUVR/toMzn+rHu+/Zh6amu3brfrsibqP9woVp0PMVcFsB09Zc8nFmkEu9hv2kRbjWtKIzMHDSJs7Gp+XaPE32f/NiPihg1R5h+x3rn1sJZmLT0d/O6KtTaT8gfvj2seAZxAIbkAA0o1AaQOKCi6RWfo7CPh/EuhpgZsaYP8g7HoGlnXC0GDyyTrV6PwZONGn6//0ApFmHB9WVaLVyG+7DG0kXkOqpnQx5u95kpbXiEzJXYgmsgP5hXuR9roIaZ+b4p54U+L5ORltnIwx2lR/c/ThCAl0vVJfE8e2xLWr73WJVkpvssbK260ltpTMZfCVGbDmU/3e+S4z1IDGjWp+MUpRFP8UeYk2FkXxRPZVO9pvT0rqwDtH4nziyZhcpyJ56sdsS57qNNmIVy/01YtwB1pgLyAwX4uAzub4RrSAg0ywuxBgbUDz5id6CzKZLkYaWv6i9yOwPYeeeG8U3kmik3w5At+voSAtB3iZaWkxlaXyTqHyf29AmvQTwG3DsLRTgUqvHYSP9aWUnh3onpwahPODIvf46gJoXQCn+nT+W+LY30e5Dg4EW0pyCewnEdAeQddaHf3vinl+HvFXg0DGCYO539PzY3KODlJhiptifgdjvpvQZgC0KWknEWKYxGQA3au27Dr55qqWO6WWuLqQn7HZfi8sIxMfMmVxOt0LwQz1Yper0PT4aZRs8asobMNypizLSe9F68A7RzJXL6mT/ueq7b4Jj6qUsV68HAzsc7Zvrjeu1YYA6JUIGJ9CQLMGaXOnSYFcSxAQ9ZHMt4cRiB9DAVnb4tjHEfB2IBBfjwKWcnGur82jZxBAfQ4B5Y1oo/AtZLJ+U5/a+zUUHX0Q5d4WCFz/BEUp/xrQNyjf7n0I6DajTcVFVD3ou6MPTsPJqQCJvuxA6UsX0Wagn8RcVcb3XyL5diGZxTtJ5BkdCHDNk1zEPPch/3IbqRyhyWXa4n4tIm2exgpqmuzCO51na6oyV1aguXrf6jL/pCzLfvQ6vCeqJ7m4WVtRFG1lWe4bt4GQOvBe4VKQwGu2FqaVCDAvIu3pOOP79Lzo/l3VcWY5WoxA5jlkMl2FwKMdaXlnov9t6CnvJ2nYBh0Hji1BmuCnkNn0pQhAtiGw2kZlTmsLyVz+F6Q0nrPRt5fEeB9CvtK3R1/vj+O2Rp974vNmRAG5EQFbJwKvs3H8CuB3gO8hbaLMUd0T/XA/z8bcfhuZjL83xuqaw/n4iXG5lF4vAsV2BP4mYLE5+/boz0jch3w+G2PMEwFOY/R5AQLq84xd+m+qYrNxXtSgLi8umQUCjXmbThQkHB9GXrOcN6nu471SZCGXLkCOKB5k/AVysj4vpxvlfLptCBBOUZmC5MV1PTJJbkWpLuYVbkFa3lNxzHLkn+yJtkwf+CgKLjqJAOMNCJj/AKUDuXye/bOPIipE/3Yk9T4EVGvRnBxAHHKLENg/jQB4BwLDdmTO/QwKznpljH9DtLkUAXw7omW8FmnBQ9HGqjhvMdJ6B+KcZUgT/sfR3rNx/bcicDoX7W+I70dIwVHvibm2tvvS6Pcq4PtJ1oLVJFapIZJm34s0YM/PrTHvT8f96I979G4EmF+Jz7qRtrse5fe2xlhA/uNj8fn2GI+L158nlZncS+0Upe5o6wiVft0eUrrQWDLZTWITmltHVlu84az7e+dWrjYfbyYfBLaUZTmt7MxalRquSqlFHzdVWU5ltRvif1fcyaWVxLc8kXSRSCUsDkbqQQuhZTohjUW03131eTfS2Kpp7V6P/J97SKlDjQiAV1FZgem6+Mz1uIZQgM9L4//XoMjjdrTIm3DD6VHL0Ti7oi/L4jxrdwUCqtYYwyaUjvMkaVNyLTJf95AoM88iJqun4rjFpIIKHUB3C6xYB9+Fwi73xVjb0X1biQBlOH673F97HLcvzvsu1E53S0r1MS3mYFz/HdEfs0D1RH+vjf4PxnheFePzs7Ajxt9BKjSwLOapK/42G5Y5kdtI/tzvi/kn7sfNJPDyPbsu/jcH9yp0n10B6DR6Dm5Az0Uujh6v9VytYPrPqsWMZX4PLH4WupicmI40F0fW13qflzMzySkj57tcnMHPPJf9zCCtvA68mdTiTJ6KeGHNg59M7F4dEGVS+2qpFTjlfL18d1lmv3Pz7XRuaF74IRe3Wx2pbOKKdqQhjyDg6SItSs5tdGEEcyYT57o8iIHoNUhjsz/RuaKD0bdBtLhfQ+IXHkVa2LsR57KLy3cg0DuKtDED98uR5jWMgPElyGd6As3bfuDjSAs9Oawo5cULBJ73Iu3RPMpt0V9rms43XhzH3YvOW7xA7ZwcVrsfj+s0xHXfFf3YF/0aIAVULYv+H43xOPBpOMb77hi/c2mdhnRD1bx1xHy6itSXYr690SDux8b4e7jqvrnEI3GNLnS/R9D9b49zTc9p8XNT7Yao5mKeiuTPt3No4dJ3w/n21VLr/XLOd/Vx1e9tC2ljNl2Z6RpTlxeN7Aa+UhTFLxZF8c/9M9mT68AbYsKKmeQfmrAiD6xymku16ayaMtHic01uAFrcTlS1ewr5TXurPp9u/89waZrHSZKpbiUpHxa0GLu4QXN2XS+Ai0iasBdaL25R1pZuNAdNpE3I+eyYhWjswwg0eqKN6+O4ERSdeyPwNqQ9nonPbyLVfzUBwxLSPT4S/68g5dn+LYlD+UeBx3uhN1innkQsUpDyVA2Ke0n5q8RxT8bfvYNq50ej3Q/FdZrjuiuiH0dIz6CLVDRH/8/EeEbi76divDfG+F0B6vo4tyfmazjmbyGpbrPn12ljQ3Ef2rNjllBZLMQVqSDdX1fRcbGF3Fq0CT0vvl61LW6AFF0+Vcmfb5fA7CNV3vLnJ0huk3YSgNYKejTDWy5+Z09XtZuT0kxHZmOdeTFJOYMfwsdbFMX3XO5+z4LsQ3tYL9X+mZTUfbyzKHtqfGYy+2qZKJfRNHyQSpjlUgvMZyJjOSpcEu4I8ud2owhksyfdgRbxw3HsPhIhBiiYpweZRW9BQPMA8pneiQoI3BHH3UqqTmMg6ibVfT2INLO/Q8FJPSjg6CIyie5AGuWtCHg6oi/PI01lF4mycSO6B33xWQ9KzhtBhRo+hRbzn0VEGC4xeCzm6lg2F90oMOxM9PmOOPZbiFbyl6I9Fyj4Z6Rc4z6Sxmh6xF3ID/x89L8jxvMg8t9uRT7tizH+FXHuwzHHB+OcxuhbL3oGzex2K9ocbIg2vy/G9AAi11gZfW8gPbs90RdHjB9Gpul10cb9CLC70aJiCks/P7kMMHs8z/l7kkv+vkwE8rXshWZ1q5aDk+zX1SBzXZ3oxSxlWf4/Mzm/DrzzWGYzH9IEB7l0oQCV7UjLMknDyez7nArvRPzOafeOUFkAfhkCn2+RyuA9iBbzdSQfp02vJl1oQprixri+KSvXo0Xf1awfjWsvIwVebUYbBUf7tqLF/3T8OKXoekTjOBJ9ORe/u0h+dFsqTsbc/HWMw4QVrciE62PXIdPySaQZP4l8uqb8G4w+DJCitU1dORL9t9n5a8hcvQSB4gEEfq0xH94QPI4iu0dj/g7GfbCPe13cjwfj7/NxPw6SQjJtZTGAusYzpPtsHvAukuYJ6fnYHnPURSVguczjbG0c5zIvuC7jy9UWcV4UxX8ty/KDRVH8BTWGX5bl2yfTTh14L4PMxcKQ1+KdjbZzU6nFkaIdSMM6SKV24Co73vUabA+TzJanSDmkzyO/4XZUcWc90ohuQMBSRntHSA/mYRIjlk2LnaRoXfP7/k18txwBnOv5tpP8yz3INrQqxvLqOP8PEABdh0roHUVAdAEBmANvzLrkXGRzXLtfraTgMNeEfS3atDQizfTu+O45RIbx7jj/CQRYB5HGbD9rP/LnOp1qeczdbuQbLhFIujiE+7WXlJ/r/h2J+e1EGxgXzXgKWWtuIlkBnJZkE+5BUjS77/NuUhpRLh0xxy4AUW2anU1KSZNb5DSmsyV1QJ9YroAgqanK78Xv/ziTRupczXUZVxqRxuhFaIBKov3JyEak4Xwn/jdDktvZEv9fQBorpPJ3eZrKRgSQTgd6GJlNX4oA6AwClp0IbLYhTdht2+c7GG2si/ENoFzZO5Ep2z5B00f2x7mOkh5AQPUIKUjo5dFn+04XZONcFscNRzv7kab80jje/uIzcd7SONcFIQ4gM3oLMjNfG98X0e9HUUqU05Gq03s2ogVyT/x/a9a2Wa1WZ+MEbYbOMfVKRquzOXDw25Xiz5wPcjm5mq8rivJXZnD+u+d5daKZSF3jrcu4kvMAV0etTlZ2IxB8O1rYn0Bg4hqxh5DW1otAHlLAzDZSUJbJHjYg7fQ2pJ0+gxb8i0jD6kVAuI4EbA6gWkUyX/chM+g6kjn9CaSV9iBw2os44qzp26dsH/1rkAl4IPrXTwrC6gB+EJmiL8Z390ZffzDOORH9WBGfmyPbHND21V5EQG9u5/Mxh9cjDbmI9o8i4H519OF0zM/SbG4fjbatibZGW91o89GO/MzTKR/oeT0y0YF1mfdSnWkxDZm3BBozlTrw1uUSqSbs2ESlv6+W3IAAcphklnTxgSak5Q0jbW05AogHSbWD7QN+FoHIK5Am/BApDWgnMof+FvBekv+1AYHmPgS0G5Em1xjXfIxErXh3nHMMAfAe4E+Bn0Cg0x9tmYT1g8A/j+vfi8y7RJ93kvy5L4uxegx3R19OoYhmUKXst8eYnwM+ibTPZlKpw964jvv7sujn0yT/9l7kE98ec2TT8u/F/DyBNOM2EvXkMPKt+56eRpsLV0t6PYn77mQcfycC0ucRMK8kbVxOkywYufgZcc616yfXCS2uTLlag6tmKnXgrUuFuO6umZb2UVl8fixZQMpP9OLuKNolyOf7lwgsHJS1JY6zKfIwKW2pK2vnMAKwJmQKXoVA5vXIvDtKoi4cIaWrPE7yUS9DQDaIQGUwruUqSL+Koo+J/r6X5MPdj8oVrkOa4yApWtf+32a0YVkQx92LtM4FqJC958FEr7+K2KocBPZ81i/i8yG0abBlwHm3NjWPIq10D2KiuhsB6Q5035yj6yILt6N7eZiUmuVjhknVj5yu1EwKPoPK+7qA8aWPFGy1Fm1UBhGA1/2mV45chT7eWZE68NalQsyUtBhpXT0IeMYq92c5Ez/9JK1nL4nT2XzMz5Pqx26L30Nx3U4EKk1IM7I5txkB0T5kNr0ZaY77UdGBm6jk9j2UtQsClR0I0DtJnMkPI826E3gf8BHEDnUtiX/4fqSdfj8C1BEETl9HVJDd8fvr8XcP0lK70ObgOuTLHY35OISis98X/ehDmqg5ojujnztIkdQexyEEYk0x10eRdvuymI9WtNkwW5eT9E+Q/K7XxtyORrvOz/1a/F6F7hPRt8Ok8oG+r5MlkFiONkpFXHMietO6zC+ZBVPzvJOxopktk41qrgdX1WVMWY+030ZkCn52nGMniipdiwATBFzfJGlbeZEF+yGPIRA3WLrQwwDSAu8gVeO5N85bgsyke2pc/+UIdExHaZPqN9HG4DVxjacRCN2JAP8I0lyXxTk7UCWidyLTsqsouWTf96ENxSgCvG8gkB9BAVW3IU1/EIF1AwL/blLBhH4Eso/UGMf6OPY0yaTtak0PIhBuI21C+pCWm1Md+j66yAHIovAKEs3i42ijM5ZMdL9dkekC2iDsGefYusyeXM7gqg1FUX5kBuf/8DwMriqK4nXjfV+W5QOTaqcOvFOT+Zxi0E7SdiwuC+dFtAuB5AISS9IKUhpNLameE/M2P4VA82XR3r0k36NrvdrHWC2dcd2d2WevR6DWgcD6CaS1Lo/PTd5/GGmp7lNX9KEXgTYITN9OpQn0Y/FdNwKhFuAe5L8+gIDkPQiQRxConUHz2pl9/pno32rkB307ycfqHNcPxPc26d+DQBqSxvwYqWpQE9KeXRnqPNoEHEMRzTeRGKt2INOzZSvaQNQqy9eGNh6umWxf+t0xL4/Fedvj8xxsx3sX2uLnSJzbHu3ty8ZkwpD8/psRbbrMVi+0vNDrw+UG3pmwSPzIPATe2ZK6qXmKMl9BF2ovZtWg14s0y7VoAVxHMjWOJYtJUb8tCAQ3Ig3zfqRhbUbaaw6kZqVyvnAjAsIzJB/hq5HWPRptDaPc2EVIc1xEqohkn7JJ+c8iwOwFvhzjuhNpqTahXosAsxOBTS+JTKQRacrDCIhXkqKmDwJfQKC5CPEyr4o5e020fzTOd79uIlUo6iRFOjsX+h1Ik/0Klbas1THH3VXj3BBzvYZE0fk4Asu3opf7KAnQQQB4DgGoC3W4prHdCZsQSD4b9+KuOK8ZgbqJNPL7Xi3eqK0jVVLaTwJd4rrVz98o8xd0YX6vD9ORq9XHWxTFZhSqsY0s5KEsy41jnpSfX9d462JxBSGzDNXSSCaSlUgzc4Svg3X2IKAcINFBQiKdWIjAxExYowggX0FKqRlApmAHSzWgBf1IHG9CEdcePoWAN6+qswIBxiiJrnITSfN3rq/H7ECzhmjnwbjetvjODExHESitiDZbSPWKj0ZbbaQcXc/rrmjz/dH3s9H+TnQfWhDwLiX5sUej7SZSpaKLpJzjLaQ0qn6kaZ8maZOO9rYf3T5kk3y0xTyvJwXDgczpzzG1mrvVFpXqZ6wusyuXU+NdXxTlL8/g/Pfr8f9r5mE6UVEUDwG/jFhhvwclLxRlObkpqWu8V6i0UJvDdjw5gRbtlaQgpd6qY1Yy/sLr3NR2tOh2Iq11K/B5tPCuIC28piLchADkEFqkXU7O1YQWxPc3IK3uywjgliLNeEe0twoBlQN6PAcrSKlO3lC8O879FDLX3kyit7RJ+p1x3bNxzbehl+ZEjMe0lm+JcY6i6O03IoAfIgUu2YTcgAKsHo7z3o20TQPUhWyODJD2Zx/I5m4b2oCY/vHm+LkY43IEdzcC7D5S4FVjtJPvYJ2n/XT0yyUhB0n3daJNWPXzMRB9d8DaMIm0Yyoynee5Li96mc/pRAvLsvxyURRFWZZ7gQ8XRfEgAuMJpQ68V6jk2952LjXf9SANKjcjDyG/6SsRePWgKGIv9MtJmmw1+Nq3dQZpazvRYvl6EnuUa9i6cs2r4v+9CIwaSEDfjxZ9M1l5HHehQgCt0dfbqTR3Hoz2W6jkAj4dbS1HubgHSZr5DwG/j7S70ej72riGTYf9CNBWIT/tPSjHdw0yof5XlAuck2VYs96M5nZnXHMEge4PIa3+ePRnCSoAcYwUZEaMw8CTa4ou8/dEzOV2BK5fovJ+b6TyPq9Gc10iU/AKtBEoSCldjuA+gEzf1aBXy5e5Es2nTdfEfF2P5rI3+lot5sWuLiaSP7eXTY2ry5TkajU1A4NFUTQAzxZF8QH0ak66VPNVAbzTrf35YhAT0NeSVgQiBdLQVqOFdwBpgkdIBe73koJdIC2+XpC3IY2sgeS7vBZphreRAPLm+HtzfP8MAiL7Dm9EoPLTJE7i+1B1H5NNbEAL+hqkBe0lVed5lsS3vAQB4DvisyGk7Z4npcG4tN/B+H0k63cvCZTNfnUXCQh+G4HFMpJfM9cwm0i5tf3x2T4E0h8hleFbFf//EgLTruz4YbTpGCUVfhiM6w0jMD6M0ouG4r78PpX1YVfGXJl8wuNckR1nX/cwqqjUisDvs9kx6+KztQgcbU7uQcBr0LwWge596H7/VPT/v6NN2ZMkX3x3zMMhUonGk6T6vMeQb/hA/P1etFg/RrJSLIvPDLwO5lsbbR0hPc+2ohxAz2uJNiu1SmzC+O/Pi13mw7r1Yu/fHMoH0WvwM8C/Ad4A/MhkT74qgHc2Ho4XKlqx1g1yVKsLQbqqUF5TtxMtVGfjmAFkRl6A/K3DaF42kkgXbkIgcT1aXLvjOovRwreblLvXE8f2IOAYQmC8Ia49SiL134c0zlPZeetJ1Xl64hzn79ofuAkB+65oy+UB+xDIe2782+e5iLnzYEGgswSB2vujX21oY1Bmc+X6q6fQwue5PU7igm6M70+QaCJPxeeHSFra0mjvBJWMUcT1jsecLo8xHYv+3RnnWtt3IQiPz7/z8bt2bGd8di7mzXnBj5P850tJpCODMYb1pPt5KtraB7wZPTN98bcJRHaTCk90RBvPxjgvxHGLSdWc9iNQbkdA6Lxq019ao12PnrtHo/2z8bmf5wESoYc3Ni1xDb8XubxQC9xsrBcvdlCbhbKA81bKsvxm/DlAIqebtFwVwDsb8kJFK9bayfthd/1XEyXk/reF2TEmPFhE4ue9gF4cBxvtR1qE02tcvN7mVp9XDXJewBfHOS6ovgeBsPvvBdjal4FkNPraTFpQF2Rt/QPgc1T6PR0gdBItzP1Zm6DFuJXKRbgjzl+GgqpuQKk++YK+P2vrCKnweXOMpxOB4wWkSTq1ySk8NrGOIGC6GH8fIgH4vjjHQWYGuMHoz7tiPvO+ezNic6/H2R/jP4k2VRdJPuwjCHi/O47J2aYcgLaQVCnIbTpgzdcfiuvsIVlJGmMefT5cuhkYie9cstC+YqdutaLnw/038C4hWTMc7AaVmyg/5w2k4hdQGwTG0oTnWq6W6OYX++ZgrqQoiuuBn0d7+r/H0bIs3zCZ8+vA+yKX0zU+GyLRCB6nMirVC2Beis0vR14n12B3DgHBSxAv8iJkBtxKqpt6ilT4vZlk6mxBi7sjX7+MwKgN5ey+kbQoNkVbRxCgHkJg0YwAzxrsWmRa3RWfrUJ+4s8BX4y23k4Csv3IZNpFZSlCEAg5DWaYlKP8fqTpghb35+NvB1SRzVPuUx1AEdpNMcaG7MfMUP4eKkkj8lJ6luezv7ujXyYVsal6JPpwfTauxfHd0yRAaolx3hv/r0Cg20kiKFlJMqWbCtMMV4eQ5u374zE8Hf9/GfhJEoHJG0kR690k03dz/H8s2nVq1so4rws9ZzeTNHVrzJ4nbzDyRT1/nv2c95LeD78P1VLr/alLXWZB/hj4/4D/wTQKcNWB90UuY+0ovcjkbFL53T+U/e3F5xEqzbFLkZb1eHbsF0naxzG0ONt32IUW/w60IO/N2roW5cH+cRy7EC3Wy0nRvjbp2s9sraoEHoh2zR98N8ozOIIW8NVoEW+MfpkMwmDZT+I53kUqkdeCwPv30WK/PK5nzTZfrK1JV0fuOhf1ADKFLovx7EAAfl1c73ZkVt4T/XU93Fyc5mMLgKWfZHVwMfutJJPu/mze9se5ZTb+IzH+zaTi9E7/+Ts0n83o/j0S1/OzZc3ywayPo+i+7Y7+LAQ+gebz7pgDR5z7vC3Rvu9zL4klDKSRevP0ePysRtYHbypc3AIqQTN/nv0M54F3Y2m2V6tGdrnkajU1A6NlWX58uifX83ivULEJdCxZiPy7i9ECaq221tYtD/JYSaUv2XIXWjBtOnTgTA+pCk51NZstaHE9nB17HIHYcvRSV5+zAi3+Rxl7se2J848zMce0ZREp+Mu0jQOk9KclMQanMW0hmVvPI8B9GoHQG6PvpxEAHURgZrpKEJDkUdfjiTmzj3Fp5K+lFUVUD3NpFakbou/H4jvPM+h+LuHSFJ8bSAFPPnYb0mYXo+fkS1XntCHt2PdzrOCgxhjT0jjnLAL48SoXTfQ810VyOfN41xVF+S9mcP5PzWPmqqIoPoxeqT8nW4rKspxULN+MgLcoii7gD5EisAf4/rIsT1UdczPwcfR+XwD+XVmWfxjf/TbwOtI79b6yLHMFbKzr1oF3DGkhLe61FiqzQ9nsvBZpRxeRhlJd5L5WwMpY0o0CZhYiE+RYIDGWdMT5I8jv2YcW+wESb/AqpNmdrNVA1mcTXzQi7e1pBE6b0fgH0OZgCzLHFiSzuNmhzHds/7CDeT6LAo1uQmkeIesAACAASURBVOBxCqXJfBFFYJs7+Qi6B+aZzv207aTc2qdJJvpzyIoxFH1rivNMxDHeveiOa9k8vpZUGrAz/m9GFoGpglgPcimcj/PHm/9caj0/q0n5zL3o3raSUsBqbf4cp5DnZtflUrmcwLu2KMpfmMH5Pz2/gff5Gh+Xk2Wumqmp+UPAl8uy/GhRFB+K/6s3QeeAHy7L8tmiKK4FHi2K4gtlWdpa+PNlWf7JDPtxxYuDlqyN1RKnwAxlx5j16TQpkGYFSQt9CC3o11CpgTVFe2Mt9GaZuoBMsWsRgPwt0pYaxzhvPOlHGthSBERHqOQcXhl9Pxn9OkcK/soX6/Mkc+9atONrRAB0AgHUQWQaXh7fnUGA10wqF9gQY3J6URuatx9FebsrENAdQyb2D5K0SZvUTVjhjc1JtLFYg+7pqjjnyejvSXT/tkXfHXxVvSEi+u37vSja645rHSZtVl5P8r+eotJEO1lpRHP3HTRnd0T7e+M7s2FVSxOpzrADjs6hubXV4naSdv1sdp536i6l2EGKmB9LrbBV4Szzm3pyvsgMNaCOoig+yTxkrirLcsPER40tMwXed6D3GuB30DpZAbxlWT6T/X2oKIpjaK2pxdlelzHEi/8ipD3VmjwHzpyv+sw8vpaDaIFegjTMXVxaicZkGOcREDWSFv8C+R8XIZPpXpQqsg0tqrUKpFu6SSC/J/t8JVpk+0gmyFUkE+MKBFZmgxoiUU1eoDYwHYjj3ZbTYGyKdUrRUFzXWpzTlhqyeemL49fH+N+HwPYdSAN+X3y/CPlVv0YChy2kiOcjWXu56dngAnIBrEJgdHKMsXnOGtE9aoyxeJNhP2sHiUPa4/RmIydBWR99P0ptbdYbiTaSdr4XbQ6uRffzSdJCvDrGfBg9S/nz15vNjek6+6gMZBtF85yDeT/JD19LOkm1nk+McUxdXlQyb5mriqJoBv4pSrwAYd8nyrIcGfOkTGYKvNeUZXkYoCzLw0VRjMvcURTFK5Gy9Fz28b8riuKXkPvsQ2VZ1nTdFUXxE4gc6KoU13MdT2rR+eVAvAoB3wV0AyYyBfu8xaR8StDi2oIW8NUIdP9ygrZAgNJDMofvic9XoqjdTrTo/0lc25p5D4nH2Bqgtd0GtEBX501uj89PIBPwyjh+dRzXhIDC5QfXoWCip9BmYl20UyBfiCOGT5HyWgdQwFEbSXsbREUJbkWa7QPx24Xm26Nvh+M4l+vL+2Xf9uGYgxvQnLuOMSQT9Gj031aOUQRMndEv0It1JOb8VlTEwRs3g283SWvuoDL6OpcBkhXirdGmx5ZrPxdIUebjmcd3xU8PSi9ymthBam8AxmvLhTXqcvnkKg6u+jhaFn4j/n9vfPZjkzl5Qh9vURT3kWhcc/m/gd8py7IzO/ZUWZZLaxxLURQr0Tv7I2VZfiP7zJkpnwSeK8uJSzzWfbyTF/MSOxfU5k0vyruZPrOPeZ0dBWt/XXVwj8UapgOP8ut2I61rOVrIe5HZcYBkLj/LpQFVbVT6Z/P2XEN3CC3utaSNVGjAwPZKEtg/ijROa8F5nztIGnlu/jdz1QUEqLei+TmOWL1A4OsCD2PxH5u/2rV9q4HIfuLq81tJAVD9McbN0a8WtNnYU9VeFymAbICxg9JWkOICmuLYw0yPf9nXtVNsAAHuGS59busyObmcPt41RVH+nzM4/+fmt4/322VZvnSiz8aSCTXesizfNM7FjxZFsTK03ZWM8b4WRbEE+CvgXxl0o21vuIeKovgU8H9NptNXqyyMH6dsTCTdJHINg9chRFO4GgHwtVRqxU1Io6tezB1wNEwiRHg6fjYjrWx5XG8sP3Reeq5aTsbPVhIbkhmXxvJpt5LKCtZqr5cUYFSLOnAjaay7EED2ZO2CfJklAsmDKJXnOnQfrMluRFvf88iSsAbNrckjXPJwJSo+cBwB+tr4sQk8l64434Flte73hbhudQ7rUNX/m9B8mus5L81oyc2/Y4kZx5bFdb9D8smaEMXWkDyQzNKGxmrLxEIqCzYcIOVy+/yFJJP7RFIgN0W1u6UucydXscZ7oSiK68qyfA6gKIqNTGGPOFNT8z2In/Kj8fuz1QcURdGCQq5/tyzLP676zqBdAP+Q8d2DV6UsQouPA4pM9TiZ85oRaJ1Hi+bNCDROoijcPrSI5ovUKCkf1tKDFrUcNFcjoB2MthxodJHpBVYZHB5FILSR8aNXO0n+0SES8OXnlMg8v5LaD7pL6R2L8ZjCcIAUDPRStIFpQubnj8W1NpBYnOyL3IdA9QdIrE4nEe2lg9Vsyj0ax9svXC1N0YdalaBsqm8k1dQ9z9hm1tNU0jzeip6LsawAY0kjmh+btZ9Fkd0OMNsTx50n5Uvn7owcdH3cQJw3EG05OMwbroVovlx+cTxxfrZXP1OeTjZtqy51mYL8PPDXRVHsRkvAOqZAHTnTdKJu4I/QJnUf8K6yLHuLong58E/Ksvyxoij+Eaq8lruo3leW5eNFUdxPWtcfj3MmLP96pZuabebsJaX8tCBTqz+brCwi1UB9FmmUjgw9wtiBO7VkIQqsWYTIGQ4wdh7oRNJDYi8aiL45GGiiVBeDzgWkdS6gsp6vi7BPVswpba3zdgTEC1ChgA5kfu4iBYXdi+ZiNZqHHYhYYj2an15kVu5HBSJMlfhQXGMjAqup9tOc1Q6kGyTRbZqYYzzJg9U2k9wEjzP19K88D3s12oycQ3MxFY1zdfSnCW0edpKqMx1kasDZSmIx82bIn9ncfyXL5TY1/+wMzv/5eWxqBiiKohW9BgWwc6z4pJrn1gk0Zk+s6c3UJ9VJCkwxkUMLAitz3k6WGMLBSdaa98TnXsTH8sfWEpNurCD5D+2HnYo4ytgbCmuMp1HA0XTE2p+DrZy/W8tknheJz+VWUrS380pdl/gBVLzgelIA2O1oPnYjQP2+OP8ZxLr1Oirr0A7FGE9yaUqPXQFmg8rFdJQ25VrrnO5z9uoYY0u0Z4A6yPTu5WZS/48wMRlGtbgaka+9nqSt5gQeE8lyNNcX4pxhEnEJaOM60+Cr2XrH50ouJ/CuniHw/sI8BN6iKN5QluX9RVG8s9b3ZVn+2WTaqVNGzqKYbL4TAUA/00v2z6Mzc03gILJntIxxXi3JF65XIe3iBNIq8kXW7eYUlNVMROeR2eIwWmyviZ8jVNJOdsS5eXpILvYBP4kWyuVII7kGgV8OSl5MTzC+5nOh6vu1JK7gfJPiaF9HA1u2xznnEXA6NeZ70dy8E2m5K0h+rW5SIBWkoLFvxPFtKFDoM2gzcCMCYvt1cxNQB7rPTVX9tSn6IpemfI0ni5AboXqTdiua5yGSz92uhfHAchV6XvI5u5kUdXkKPTvVfuJaTGeb0XvhKH1v/rZGn0dQPvhUxZs4P3edVBKKTFda0P2xG+KFKrzwYpQXpQY0t/I64H7ge2p8VwJ14H0hZAi97C5zV8tHNxlxMNARVHf0AIns3rvu3CzrQulQ6Q9bgYCjRObh7WgR7a/qmyOAczEhg49bhMyro2hhNAHFKiqBtzv6Vp1i4pSfCyQyfpBJdl20vSTOdzDNIlLFpGrgHa9eqTdBNkOfJwWOLaAyIMsAOhzj6Ea5AeYnfnuM59VVfbD/3T5ag/+rkcWiDwVB/GRc/9Fo/9a4Xj7OVmQydkqRqzYtIBWzGEtqzYMtGg3ZZ9bmhxF/8170fFSTTVSnZhXoPrdSCbwOIDuGnoebkQVgR9bf7vidA6/Nvnl63EpS7vIzyLRfxDEG5vy5zp93vwd5kZAetMk0l/VM6vJ2x/X6qINutVxtwVVlWf5y/PmRsiwr2KuKopg0qUbDxIfUZbJiIHE+ZXONYwya9jvVkm1ocX4dWgSbSXVWF6BFvYlUyQa0MIIWifxzBw3dRNJ+L2Z9y/NV3Tdfy2XdLIuRxnZL9O0hKmupejw2+1aDQXVO2i1IC389WmD3IUCsDvaiRltjfWaxZnKRZCEwdWOBxu+Nhkk4zDh1CzJ3rkMa718hjc5EEF7cbdb2S3QhO+ZUnGeNeX206zq8F0jBYb7H7pvL97WQzMrjmYDHm5vqYCbTce5F8/6q6Fcu1feppDLS2/e5iDYfQs/DLej5WJyd63QoSM+VA9IgPX/NVHJD34Se29VZW0tJQL686vOmuK7nrpN0j1+H3qdt1BZHkLtv1eINkTcd7TWOqctVJ39a47NJMzDWNd5ZlA1oV+zC7/Yt1SpZtj4+HyYtqhuR5rmHVLT+DqSpWkPrQgv2DpKJcDtaiJwD6YXuNsSgdE305S5EJrEdLW7LkaaxF2kSJcmE/DzJtA3SZvpQsNGPkNKRHkeLbVu0dQpp5wY7RzvvIQFUW7T7ANIOW+Pcp2LcuXY3HOOs9qnl9XxrSZ5bm5sKrbWYgWkIaXz7SHzGv4cW/vUxBy4IMITuh++X6+161+9iCA9m/dsXv/eg6O+1MT67ErbEseeiXW9kOhifHjSXJgQY+TNmfufc1XEO3fen0XyXKLr6G+iZ2Bt98H1aH20cQc/VgeibywseRlaNVeh5aEXPR24FKeKaq9D7YaIRb65Wkny57egZeDO6Z4dRJSU/x/n82K/8FClaOq9jfA7dmzvQMziI3BWvjN8OpGuLvg9xaYCg31u7EED3rxPdy6tdHG9wNUlRFFvR69JR5eddQtr3TSh14J2h5KXk8lxIR9lC5YK4CC1ig2gBGUALjgHTprtDCGRPU2mWMD8ypIe+zH4vRItJPwLxm5FD4s0kX5/JCXpJFXmsbTklZ4DKIK9WtBAfRgAziBbLRQi4HDzkwgJe8EdID5nn4yLJf/wNKk2bI1SaDBuonaJkLXUyfLzDpKhwp5ysiPE5CtqpVTciZqeLcdxBEgkHpDQcR4r781Vo4d6Ufd5EoufcgmoemyTiQFy/g0RqYZNqQYrKnYz4GcyfM6f+NFR95g3cYXT/RtF9MLEJpPs0mh3vDZBzmofRfDpd5zi6FxfQc5KznnWSgsac2maNdxA9h6a6hFSG8H70/C6Lz036Ul2v1/3O3w1i7KfRatgb7W4hPWt+7zw2SO8npPl0+tYZBNq+Xl7i8WqVq9DHuwV4G3qscz/vGeDHJ9tIHXhnKOdJC0KemlOLU7YgvcAns/O8U9+HwLZAPrN1SAvZRlpQTpEWQ7ffS/Iz9qAFxeDYHm0/jBbbbhK5vhmR3LcGEolBPwIR+1j3Io18Ayn4aZhEzDBMCuJqJr2QOfGBteLDCOjWIM0911q9eFuGq36D5rCMn0YmF2Fabao9StLcrH0aUDtJaVgl8PU4fx0CmXNoHnKNt5OU+uL7toDEYV2QtFrnz/aRKDSPZn2rxUY1lpiX2Zsug8AwlxYuqN6oeN7XRF/OkZjIoPJ5LtF99X32PfdnDhTbQAqc8rOzLMZ8LNq8lgS8J0h+7Ub0fD5OqsTUTgLF5THG/hiHN7l5/V7Pm/35j5LuhxnO9sX3PfF/X3bewvg7BxRvVCHdf8vVDLowt8BbFMVvIZA7VpblDVM891bgt9Gt+xzws2VZllHO78dJy9W/LMvyc5NttyzLzwKfLYriNWVZfn0qfcqlDrzTlDy4o3qRNBhUm5dL0mKXp0+4kPw+FE27EL3cefCJzztOetn92RHS4uN0me1o0bE/ygFSzWix8VPnxWuAtJP3db04bkMmv6NZ3yy5GTg3i9Zik2pCC+sRpB3W8pVVp46cIi3uedsjjG1mnoxYc8vv0QDwLRIAFGjeBkgm+P1xrMlCbIq0jcmVhxwhfjj+L9Em5FtUPi8m/5juAmaNvfpFNnFK9X2olZqzHz0TBYkspFrydnyf+7LPHTm8CN3bEnCeiJ8jP1cDpGfIz99xpPU69sDPq/u2nVTQwt/bQpC/GwNVn+XXXYjeL9D7Zs0+T6kb5dJ74XtcvcnL72O+HlxNMsem5t9GnDW/O41zP464/b+BgPctKDEB4L+UZfkfZ9i3f1IUxd+5yl5RFEuB/1SW5fsnc3IdeKcp471kY1XLgdqRlTmFX3VaDKSi8qBFyFpLvogOIHOwjy1I2kceDZqbMzuztvZkbXnheTZ+NiKfpzWoPA2mlqk3TxXJ5RG0+C0lBQ457WoscZ5pLo1ogR7h0s2N828nMkF7TlqRZn8WLeYtVFoVBkkgupu08NqVsCD6YI1oL7r3F0h5wAYR52ODNMvFJE14MsxM7SSTfvWYPR854EwGCDpI3M7DiPKylhZX637WepY3kIhMetE9t/i5yp/nIfQc1mLSclWtjjjH55tK0+L3II/SP8ilaUT5/I6VmlVrTJNJ47oaQXeupSzLvymKYn3+WVEU1wG/jgwW54AfL8tyZ9UxK4El1kiLovhdxIx4L7MnN2WlbSnL8lRRFC+b7Ml14H2BxVxj1UUDJiMGL5dQW48WZwO/TcsLqFx02kll4sYz0y6MY3eTAKqFyYHEWJLz6Lp03FTFpf4aSME/loUkrX4saUPjOIFM+yvQ2FYhoDAbV0GqnLMcmUq9yNsXbRNprhF2ZcfvQppfiQB9b/y/jJQu1ovukQsUjCULuNSXm1N1TifHtAnNxVQYzMaSRSTNb1f0ZTmpvGQtMSmI3S35fbMV4TCar9Wk2sk2zTeheZsq8LkoxF6uSj/lrIhdHDOQZUVR5HuzT5Zl+ckJzvn/2zv3KLuu8rD/vpnRjGak0WNkyRpLlmVhIccQIrCxHSeUR4C8GkxSIGaF4rROKbShf6TpClm0aVdSUshqFl1pExKFECBl8UwIpkCIeYeCTexikG1sZGQhJOtlyXqPZqTR7h/f/tj7njl37rnnnLmPmf1b666Zex777HvOPvvb+9vfYxca4XCPiNyCZgd6SeaYTTQ26QMEswyAXxeR16Ov+793zj1dou4DIrLWzhURyxtSiCR4u4wjBKI4RvN0bHmMoZ3bJVTtZ7GAV6Ad1T0071BtvTEm6w86i3acq9CO9GG086sS+zY2pDpMOXWxuQgtR++BqVWt42/lI2eGQbaWauu5O/z5XyOsaV6PGkVZvttRVGA/Qciqc9F/t/XMSVS9/EzUX/YAISjEbYTQipbiEIKL03yYG44NfEbRZ24DkDJqv+M0dgJZH952MCMra3PXEVIoxmTbmWVQyoZcio0VfxId/FnYVCvTkkS0I3gtPSU0anoS7VNR1fxUO5GrRGQl+gp9VMP7A40ejz88NGebNbl3Ab/nv/8e8IdAIfVwhj8EviYi5kL0auBtRU9OgrcC8wVwMGzNNZsxxcIbTqGdiYW228j8YRzFl2lJzWP2oh2dJUhvFjSg2WzQfkscXN6MkNb461WdGV1q8n87nCTEJx5EBVE8+8w+E1tDP+CvaZ20ZcF5FB1cXI8OgLYRIif9vC//LKrufCn6vP4eFZxr/d+jqOX4CtSlZiP6TJ+B+vPiy72SkI3nUVTgD6IC2Oo1hA5wniRfzW6DC+txLqLCq2w4xDqeiWHtwwzUDhGWOyxsad47M99M3wwOp9D2GA9O4/fKBPB87+RGglV1bFBl6/VE28zQqpVQL9IPLFY6/LsHgJPOuZ3xRhEZJNh83o0K19gF3F4nnHNHovP+nGKpxOfgnHu/iDyARpIV4Jecc4+0OO2HJMHbBqOENTko1ujMujk7BLOsK2fRlExmsQnNX+RRQiL7bESs69DZxiNoJ76RfAOnIqxAOzsLZmAzxLJYOMQiqd0gRJy6QHPV6TFU4NmgJrZwzlqk2nrqKhoHIhtRgbAOtfoeI1gHx/F9T/v9z/DnnEY1C+dQQXXOf1/vr3E18Heoz+hgVJa5cD3ty3sOIfFCvI64ytd3krBejP9rbcPcWI7QWsVc5H5mWcfcsJrtcBZV455ChfB6f+2ibSDmIipsLXfxal9edk14Ar3flskri72DJ/z+o+jvNPe76cyxZs3cSvDG7c3a0FK3di7IahHZBXzSOffJVgc7506LyBMi8mrn3Ed9VrvnOOe+hXqe/RAROSMit6Jj6NcD/9Nvn4zS0f4iFTLiOeceFpFj+FUREdninCsU2TUlSSiBJUCPg7FX4RpCGMV2ZxxZS8sthPXbfQXLsFn5EI3rcYIKmhnKdZhZLIjFeRrrbG5WlvP3EnNT/BXBysnzA24WbnIQnemuJUROiuNVT/r9G1FheAKN1DQBPN+f9zTwj37fT/p959Dn+SiNg6TtqNAY8Oc9SqNAjRmL6k/0u6Zyjm2F+aJasgXzqc0OUuyaZQVujIVaPBxdx+wGLIFF0We8FR1AmNudUdSdLGYIfZ6D5BuNtUOcvCQO2tItOpkkYVLE3VXh/Le1SJIgIh9EA6xdgY4x/zPq3v0u9NVcBnzIOfe7OefeRHAn+gzwZu9O9FeokHZoF/mvI0FcGBF5Bapuvgodw10DfMc596xC5yfBW44RVG34NMWCOOSdb9a3Kwnq3aJZh+JyLPvQE2iHZoEZinQq42hHa53/lf7vqaguG1GhspCWm3EgkrLYDEUI7lzNOuUhdK31DCFu9I2EbETWud9ImDHPojHhthLy9Np663HgW+ib/CpfF7OUNh3YFkK2ogf8tTf6a9uza/a7LGSjzaaqZMfpROCHYXQAYssmG9A2adGybNBzmWLvzzUEdbo9O4t41a5BmWmXjhMC2ORZixdhHB18WUSubtNpwVtmcdT4fVVafJGCM95eQkS+hRp1fc4591wReTHwWufcG4qcn1TNbWLGJ9M0+tS2i0M73atQv8eyAsfWep+BCoLvEwJUFCHb4axEBflKVKjso73UgWVp5z4WMQCaYX7hdAn9jVeiz+FBQvCQuC6n0WH1CbSjXocuGFk85qej8jajQmQ3IaH76agsS1Z/yR+309fBVNbNsBnq6DzHQHHDqCqDm6LMENrNVlQ4mYYoFrR5ljF52CByEhXCI+jgpYywiwe3O9DnVHbmaxHnrB5VjNP6kYrGVaeKCqoe5KJz7riIDIjIgHPuiyLyjqInJ8HbJtmg8+0gqIA8QphpXUU595whVGhYJKFT6EzqStpL+J3tuA4R4t6O0drYa6Gx2Yl12mbFnYfFJ17W5JiNvjzTNHwTVSNbnuHsmiGo2nk/jckRvppzXMxxgrFXfH/jFI3b0PZgKRp3EGZecfhIw5IvXKT5gMJ+s2lBBimnRakTW0e3gWq2XbYjONej7RtCnuo48le7As+ivR1G7/u4L/97tKfKz0vqsVTouuqxe5z0VtZfAT4gIkdp4/EnVXMBRgnZUMxlogwjhDVY88e0yDyWlq5ZFKwYW3sdQTuPEV+GCQ7zta2a9NuwmLadYJCQM9f8VqHRYnk/7fs8mw+y6eGGUSOmaYJq2e61+SwP0hgM/xZ0ljqLCrN7/d8NaLKHDf6cB2nMJ/scf475ttp1TPU8gs6M4xjE5gvbDhO+TFO1Wy9gAxKLSd2pJO51tps16Ltn9+g6X/603z5N41qykff+mB/3CV/G1YSkFraGXFZtbANW0LbRaSOrTqua76xw/jtarPH2MiKyAn28A8CvoCspH3DOFTKHSTPeAkyhashtBMOqbKe4idYJt6cJhjvbUOG5Cu3AzxH8OGNDm7yOwzHXqvlWtEN5kOC+YRQ1QDE1maCqwbL5S6tg0ayEuQZiG9CObSP6e9oxZHmauQZit6G/cxQVTLZ/ld+ejbVtVsun0VnRNjRX70P+uwXeWJ85z9SsqwiDtg2o9mO5/x3fzJyzjvYwV7SL/hrxLHcrIRZ3t7LJTKDPwFFcHZtttyZ0d6L37d42y4jfK7PSfxZ6Xw7Tng993vtusc2naIxytlipITtRW1bNvYJ3X/qEc+6l6C14X7tlLNp8vEXWjooMDcdRNeAsagADwSfRsBlmEW7x5e1FZyCW/WeGMAraQuj0m+X+tMTsL0ItZS38oXX6Vq5ZqsL89+QaNJ/qGsILZdfupHrBIjydZK6K9Ch634Tia4OGCdWbUN/clxFSyg2ggxa754I+i3hUOkxQYZ9EBz4vQINrvICwrm55mIejc60sa28WjMMCXzzs6/PzhPjG7VqRj/jy95J/304SBF+nsGuNo+3Joe3reYR0k3nYszX/bAjteT0hjeJ2tP3fSnDZymJteBB9r0CfhQnxFeh7uBd9L2+Z/yf9EAvWYowS3rMn0P7Clg9aUaQfare9d4rLFT74Nd5+EroAzrlZ4LyINGt2LVmUM941qP35BeYP+LCcuaqgbLDzK9EXdhyNL2ZRdmbRl/2UP95GMGPoDKfZ7HcLIXbZbuAn/P8WBvEkQcU6639HXie8Ep01mVXlp9BISTPRfmhUOU76svLUf8t8Wc9AjVZOEjqWMrqrvByxRTHhZlzj62LZf8q4GoE+r7WEhOynUIG5irk5gC3zjmHq2/PoLPwWf96Y/3uL326pBuN7Zmuz2dy4Z9DZ8ynCUoZlfGrXLcXcgyyC1yZCzOxsRp12aZX7uBl2DyyNIGj7Gqe5NmUcne3vo3FdPU4JeA74LiG4yRl0ySbvntn7M0gIQbmS4M40jb6HO9DZ7yCNywQxm9DBy3kaw1Ra7mRLWHEJHUCZpiN+3/KSKeT1QzGb/TFPUd/yUV3030JlbVwAdovIPURhDpxz/67IyYtyxmsz0DU5++KRo73UEznbjLPoy3iFPzdOiTaec94GglO+sYaQp3UAHR1bIvI4eo6N6q2THiF/JL8ZFUL2tC1iz5loW6wmjXOjrsqUZZ3jPn9uPNOzDqJMI4ktPatyiNDZgf6eMkYspwiGaCaILDCDGdhY+dmQmssJa/AWovKc/255ac3gZ4bGjNiWjSdO2WfXNPXm+Uz92sV8n0Hv03nmLkeUZT6Dtvmw5xVH5BpC79c+vy07qLPgIdAojKw9nyPk0B2Jth2kMVSRYUkgZggBZVYQNFaWAnDSb7M6X0dj/2EufzZAivsJM4ozQ8cRtL/Ic4+Lz5vI2ZY3s7UoYMM5+7qJq/jBq5pF5BfoPz4F/CfUuOqB6FOIRTnjNVVbq9i39iLGucPICQAAIABJREFUL/8atJO5jHYCB1Er1k2EoO/L0BchHrXbjTxDCHZv62on0dnozcBn0TU3mxHbGskxQudiL+I0IRep1c1mxDcCn0df+njgsJyQbD3LGYL7i2GhKg+ha2Z5gRy6FRRgHJ3tnkXrZ4Lcnk9MXtg/CPmCp9Bn+BQa3SvO85sNNTONrpVnyzmBPo9Rv/9L0f41qG+pzcrjWWuztzG+7sfRjnUDYf3Qgopk738cbtSwZBmg9+siari1Ep31dso4LiZb70toxC7z4d1MyK1rPM3ctXUI7Tke0HwdfSZn0PfBrmfvCTRG64rTV9pau7Wjh/05+9D3FNSOw3yNLY2n1TXuOC0f9jL0fh9F1c0H/TmbUM3GAI0R3KzfaRVhzrJlddM6fYHoO3cii07lnGt7XTdmUc54QRtpnvCJO2Z7wWNVroX+O0NIEn8W9bUFffEtLGGsvrOX+jhBvX0F2hmDqsLOoS/3g+iLby4fRpyyz0bkNmtZFx1v1rGW1s+SjsdxiPOE5YlMnS3TyxnCaLqTqqNWo74zaIezDFXb2TpmnM/VyIaKNCwkJOg9GWSu8VMRLqD3z1IlZlV+J6N9JqDbJY6ABCFARxYLGRljM3Rb/15LSBXYSuh2cvRtz8hcus7Q+A6cJ18NbfdkBm3nY4QBxRr0fTBBuZ7wzO39scAq0OiqZccfQ9/Lk+h7anmXr0XfY9D32vqK+P6fJzwTGxjEvvlP+Xqup1FLZmXFvz9PS3SQ3hW6Fdd4+5G/tX9E5K/LFrIoZ7xFyVOfOYIQynsJbOSbXZOJO+J4NmUuP4eYq/obzSkH9EW2UbCNzO1F34i+iNkAo+YnOd/aZzO1V7dmtLa2lRUiZmXsCAOemLx71ux32+wKwrMzxlC1Y5GUeqbKtcGcpQq0Z2gpA22G00o1O0IwsDqHPvPsQNHCZ2Zp9lvtvphrTSxghPy1RFv77ERQjZg4uUHe8k4zTJ0bn3OS8P5tzJQZp3HMW+eeYm5gEss3ba568fscXzNbTjM3Q2tXw+TPbvvZ93cJrvHGCtJtTY9qwZIWvHl8H+1UJ1CBlO0UmhmF5L10NsPKU3kP+f155eWNbq1zsZF7tsHP5tS117lAfp3r9H20cJBrCKq+5QSXlnPoc2jV+Y0SQgNeQl1arkaF51l0hnSPL3dtgXpZOMvV6IzK6nOBoEo3NWodNAvcbz6+/USzgYeg9yxP03WJ/PfqACHYSbYNLEMHy3kD07z3vVnfYIky8gKI9DNL1J3INfm/LRaF4M2zFCzLBKHTq6OsCeauIUL7mV82o538DMGtqQrN1g87SadG+ia8xtAh6kp05lHYEsIffw26/vcD4P8Cr0MF+gX//WWoMD5CMdXgJVTdeBxdo1xGcG2pYoXcLt2eccXr8FWZRNv1WYqlsJxvdj1FcEGq0h/M+vPX0TxVZxnq7Pe6RN+t8QI/JiKn8SuC/n/8d+ecy9qv5rIo1njHaO7H1y5DNBorVeEEweimCPO57UyhL9raNsqbjwuEkX6vEPvRrqGcG9N8nEeF5mHCYMhCSIKGj8xaxq5BO/OjqIC0MJqX0JnV0/7vJUJ4xOP+eMtjHLPZXweCMRW+Pod9/eoWutn7mWe81C3M7ayOWfe16PsxzPxCvGi7uha9b3UJygnqe99WUzx2wEJS0aq573DODTrnVjnnxp1zQ/5/+15I6EJv9bulmU8FWwSLBWxxcot2fGbUMZXZZhatJwkGWqaSnK8si2IUl2fnHffXsny8VXFohzJC52c84wSfWGMD+vv3+7otlL9iNnWbzUzNmvgMjflcr0Wf5wRq9b0dFRLr0WWJccLyhAmPe1Gf0PU0RqUaRS2NzY/1aHT9hVRDZu/nJl/XeFZuwSo6bf08SH2CbQZ93yzrEMx97yzX8gXmb2Mr0ffN1mez73Vc3kiLsoxDUV0sBWaZWb5Qn4agKn1sJNVVFoXghWqNcAh9sSzvbFFDk6zQtW2CdrrLKJYTd5DgtpBtyOZ2YUnA6zaC6XQqs2FCGkIjTjpeJPRmUSw4f6uBimW8sbX4rAHMMvR5TqLq6Rlfx42+/BH//Zvo75skPP+Yi1F529Df3MrX1lIC1jUL3oTe54vMHagO0Hn1ZZ3tL1YtW87d7EDC3jF755q1jfhdW4/2DxeZW992+h0rz/IUl32Xm63Xd4N+nbl2m5QkwWMuGMPoy1i189+IzuBsBlUFC74/TXfiJ3cCG6ysIgSqqCPEoQmZvFm9dairCZa9TzB33Xsr2j7MP3oQndFuIsRuPohaw8767TZj2pcpazU6i16JzrpsBpU32x1ChXTVTtZib1tygNP+ev335hdjghBtq6obzjpUQ3GB6lm6NqFtZwZt2wsx6O1kkoT1Iu6XKpy/q4+TJFRl0cx4q7AB7YTsxRqhuatPK4YIKqnDvmxbIyyjIhZ614cvi7lLlOnQHY2q12H/qdo5NXuGQog4tJsQHGWMRjXedkLqRlvXvZqQ4MKyHM2iAm0fcAPaDs6jgtMSY1g83yf97xzx5YyjKtLsfbNUgFWx2VUdgzZBf1MvG/XEv7Ps8tMg2h5m0Wc6igrhIhbweYyiz9ja83r6691eIPrRqrkW+lrwlolpm8csIUtNlZRgEOLL2kta9cVydDYtXxXq7IwXumN3qGoyvs4AQfW7Gr3ve9BOcgUqcHaigRasvViig2NoB70TdQ+6iD7/PehSwRnC+r35mk6j68PDLOzss86ZlaUs7AeqvDezhLYwjrYHi8NchngAuAV95tkocmWpqx8sQ8V2249WzbVQSfCKyATwYVQbtw94jXNuTnsSkVl0YgGw3zn3Cr/9WuBDqHbo/wH/3DlX+L025/eyqrh1aMOxxAFraAw31w6T6Cj5AMHntqzVoY2GTxJiMC9Guj17yl73MEGNbAnWB4GvoUkQNqHP+UnU5WcjwcVrL0G7MY3OjO9D145vIAR+eJi5KstuCrIqWopex96bYULWrTIGbLM0rh9vplEwt4O5n1ls8An0PSi7HFWl/6uDZFxVjqruRG8BPu+c246GDn5Lk+OmnHM7/ecV0fZ3AO/05z8N3FXkoraIYSrBMosao+i6nmWYMYvmMkLX1FkrUaMZCwtX1iBGCK4m7eZl7SfMnWklvZH27DrUn3Yt+mIMoFlrnoMK0UfQOm9EZxgDhLjJp/z2QX/cff68HVFZa335ljCjm1jkLHPnWaxYYoNhyrun2Xs8TvADdyXLs3SXljN7FdoPZaNnFUFozNTVscVdTw1JEpYsVQXv7YQkwO8DXln0RBER4CXAx9o93x7apsx3o8g03hrraXTW9Wy0k8yyntaxfZ0v51F05nMVmhZse+Y4odgs+Cg6wrbYsNdQ7sXsBFVUJo7G9GztljWWc44FBmmXSbRj/QYh5u8g8PfoS3IrqjaeJmSeGsrUwQyq9vjjB/z5Vtbjvvxxf712GWZuO7A6tMOQr6epTqt0gr26VjWKvjcWO/0AxZZ9xpgrwLaj7/NV6Pv9KPq+t7pvzfqOHWh/s8yXA8W0Htl73aof7ARLMFZzLVQVvFc65w4B+L8bmhy3XETuF5F7RcSE6zrgpHPOlk0OENrQHETkDb6M+60BWpYgCInGh5ib+i6P64EfBX4cna1YKJIscQLz+UaUO4AXop3qY2iHlhUAy2nMrtKM69DZkgVzyItn3C3W0BjovdmaV5HR9w5UDWsBT9tdPzufc84g5QTvFNqpDqLRqbb7z23omu6ThDy75ibkMn+XEfL2PunPuy0q62Zf/l7KqQdN9R1zifY1K3bPtqH3P2/AmaXZ84zvv4Xm7AVmCfd4M/o+FdE05L2jw+jvfAz9jS9k/nsW9xd5AxMh5GH+cbQfuj7nuCyraOznIGRFgt7QGiWK0XLAKiKfI9iDxLy1jetscc49KSLbgC+IyG7CYC+m6aDNObcL2AUwLuLGaPS3tByep2kcTTULXGGzzxXoaGE/OkI2zDBjhhBTdzX54R9BO8QJ9IW8H9WbZwXADMVmCDaLMWOfU/SOQcsA2gG0WncuMvo2Va0FqKjD6vYi5VSntsSwidC5DaCGUkJ47gOE9nUx+uC320h2vz/vCr/NOktLclGGy9Q3AJtA77sJlVYUeZ5r6XyyhWbMEGKlX0HIp9wKy4WdLct+1w703p2jOVcT3llri7Gh1xTaPjZEZTUb2MT9lz1/m1iYQdVFX1Ynw4waS11lXJaWcsA599Jm+0TkiIhMOucOiYh5zeSV8aT/u1dEvgQ8F/hrYI2IDPlZ72Z0otCSAUJ+VOuIbA0ntrqMrRGz7ENfkBG0IR+l0frThKalIZtAhWHWmMGMsQ6inbadd5JGlaRZOxeZ6Ryi0bm/00Eu5sOiXdURaOEIITZ2q5ykRZmhmhrnIDojtTW4I4SAH+YbGmfVuUh4TlNoBz+CPrMBf/4KtFM8QDX/8GnqU9FdRN+LAeoZ8JiRVi/5mU8TwlFepJgxVKxdsvfWUi6C/s7LhOeYNcY0lzGLzzwUnRfXC7TfsaxX+5rUx0J92iTAoe3LBJ4luZig88kulmiShFqoukRzN3An8Hb/9xPZA0RkLXDeOTctIlcAPwH8gXPOicgXgVehls255+cxSzBuMeKZTqv0EZvRTvAJ1LTfLB3jUae9HAMEp/fYv9NM+G2mfQjtZM2kOx45xzOKVrMLy8d6DlUh9YqKOaasT3IWC5M4XwShdsnLVdsuD5CfQGEr2tHYzMIiGdmg4TzaLraiaslZ1Mjqvor1MepsC2fQ+tZVphkn9hqzqMuWBVFp1dby3tUZwjM+jraBQ6hQXIEKXusPzNjJZrvWR8WDZ+tnjvny9qOC3fqlmLy+LJuJzIz7utFXVBS8S9adqFLkKhFZB3wElV/7gVc7506IyE3AG51zvyYitwF/RtDE/Q/n3F/487cR3Im+CbzOOddygmeRqzagDTfb4GzGEWOh8p4kXyUzho5Ks1bNZvUZlzeIqqX3zlNHmx0VUeNNoCrybmeJWWjKBjPoBGto9NPcSgh+sRr4EdQoYQb4LtqZ34y2waOo0dQ1wDPRdnQc+A7aIW5HO+59vmyz5F6oeNRV6eXnVBdmC1Jkhp7XB2TZhraJuC9q1gdYeNpm/dBVNOZ+jsvL1mEQbZc26Olk5Kp1Iu5nK5z/gRS5qhzOuePAT+Vsvx/4Nf//11D7gbzz96L9VymajbDzXhDLFGRqvyznm2zPix5kaqSxJuc0q0Mz5lsvWkz0cmd+BrU0Nr/pfX77GnTQZoYreWuAhs2Mhv3xm1EhFkeuGvf7y/iAdopefk51UvS9axVBbIzGZS+jWR8w34Brha9X3jF55dURFrMKS6Wt1E2vegPUzhT1OprXOVvppTXcpYoFSbgOjaU8Rgi4MO3/ms+4DbbMF9xcfM77Y2xNcAYV2juj846jbkWJ7lJXOE5oPmgvw0JlqFookuAtx5IRvKvRzrVXrC4TvcV6tNN7HJ3lmj/nbhqjCpkQhTCzNcMZQYX0g9Hx61BB7tCZtAldu14ikWUlwdajl6nBuGrJsmQE7xDBSfiRGsobRNWGvbpOl2ifF6LC8P5o22Y02tQx1IjhWlRo3oOuy19B8It7PtppPogaPaxHDe7+T1TeDX57HW0w0RusQQdVdRg33eD/HqmhrE6QZrzlWDSC19L5NTO0Ou4/41TDDE9mSUJ3IRlFR9NZa9CV1Be72lK+HUcF6xFUPRwbFznUyOUwOttdTfABN/cOcz0aRw12LJFC7Mdp9b/gr3PMH7+OelJHGuOoVifuEC2sZa/kcF1sxP1AVcO0H9DYvpsZVJmnRaI/WTSCt1kjHKDRCb1qp51GeAuPoEI3uwZnA566krUf92Wt9eU+mnOMWZbeQAiwYuu4q1DL51WE9d1V/rgZ5s5qHcESfsxf1waFdWCDz7z0ghYUJLXfhaXq/Y37p5Xkz6LzJhjdIqmay1E1ZGTPM4UKXbMoXcwB4RcLDhVIeZ3LeaoL3TWoCxeodfF+9EVoNgrdjlo8L0Nnqg8SEliMEALxP+j3L/PHZ2N1G0P+evsJ1s0TVA+32MxFZRa9n0no9j62hDWK9lu9rKWoIUnCahHZJSK/0OGqd51FM+PNIx7hWwO2WUFiaWKGUGOowDyLCr+zBEvm2czxNsM+DtyLtqUXEfLxjqIz4i8BX0ATJFzKnGtYLGnTwEyiMxsbINY1m0/0J4PM1cr1sqYiBdAox6IWvA41ZBlBZwInqN6p1RllKdEZ4o7LogqdRA2n1qMBCy6guXKzzDTZvged3S7359o63xTwxXnqMou2xWf5cy3MYjZiUbbeif6gav9g/ZOFqDVXtl4ltc9yLDrBa2tnFt/UGm1d8YWT0O08lrfXjJnaJXuOdY6WLm4Duja7kblJ6rNsQQXtQeZGFtqACtNmiTSMjYQONQ5+kO20y3Zqls/Z4oMnOkcd93sYDaJhUbVWo+pnh4ak7UYyhES9LDrBO0VQ/5kKb4YUpKKfMWMSC1BfNfBBtnM86j+W5Dzr622JMVaiFstTqOHUQXTm+jDqqnaDP/YEwa4gu0a3Eh0c5gXRqKPTtvXj1N77l3hyMEzI81x3EKCqJD/e8iw64yqHdnrH0I7xKnQtL9H/WKaoqqwmGNmtJwTEyBpY2TEWLnITIeTjQeDlaMaPl/vvw37/psx5sUGfCUb8dddHx6wu+4MiLpHWiBcL69D+6yDan2XdxHqBisZVS5a+nfE2i5O8GQ37txxVy9xHYzLhvBlNnq+csR41gDlE7621jKJ1j4P7V8EyrPQSm1E18Cx6/6uknZtE86muRUfqn6DxmcaCfQS1Tj5LmIna968C/xR4HroWtxEVuv+AGl1ZYnI7b5SQySgWjBaSEl/eANpmH6NaLOcJtN0OosE98taPu0ld7cySTdhssJco0m/k9Ttx/7QMjRl+C9pmL6CakrznOV/c+IUkzXjL0bcz3okm20+gHZqpaKDxpcxL3bEyZ5thHe/oPMd0C8u/OTzvUcXptc4LtDO5gD6Dqq5gx9F1/3Oo8MuOOs8ROr1pwv01K1OH3iNLwTbjj5khpKqcIozm7bwLhA72LHOD89v69TnqCaZha8UX6M31wLrambX7TuehLcIorUPU5vU7cf80FR03jLarZgPPZv1hojfp2xlvnrCxkfRBdCRmM4t4VNbu2tcUvZlnFPRFrDN6Vi+qKE/4Tx3W5DNont0t6GwjqyXIdmp5Wamm0NnFHrSzs8QHe/z2OJF6s3LyrvM42jZbGWYVwTQDvWpYVVc7qzM5Qd1MUW5NNu6frN+yhBuHCDmfsxqDugbf7ZBUxuXpW8HbLFAAaCd2mtAo4plS3kvfKppVr6mYlyJ1CpFmwq1VJ2IzyBVoGxN0De5J/309YYY+H3nX2ZOzrQq9KnSXCkX6jLx+J+vzDRrtTAgTgGaBZbpBUjWXo28Fb+z2YW5CZwnrJtZIB2ndofbiTC9RP4Ku/ZdVdZ5HZ6fWqe5BZx7W1o6h7a9KexpFBXeaSSx+WrUTh/ZfsRA3mw5odI9s5Qa3UKR2Wo6+FbwxcQPOqpJt7S2RsDXaMqxDVcumJn4OasS3CtWuPA58G22LE2i7K7NW24vr7InukNdvxf1btycMyZ2oPItC8CYS7WBGLe3kZl6NqpKvRAXqJVTlbBbXl9DZyY8Q7AvaEbxl6pRIJPqTvrVqNkbR2chYtyuS6Btia9PV5CcnWM1cv9oV6JrubWgAjSlUyFpAjdv8/hUFysJf17bHbkuJRCss1ni3vS0uV/i0QkTeIyJHReShduslIjeKyG4ReVxE/khEJNr3ZhF5TEQeFpE/aLfsOuh7wXsZbXwTzO8WtFjIc4dabAxS70BqhMa2YercNah/5PKccy7S2Dns9eeNorPeYdSf8pT/O+y3W7SqvdG5l315WZb765vgj9XMKwkBOOpgjKWRmWspvB8r0f7OclZ3kwUOoPFe4GdKVu1dwBvQJGHbrRwReTFwO/Ac59yzgP9esvxK9L2qeZreCxCwkCwFYwZLJFAX0+S7kZ0kuGOZQP1BdH3rxCfRtd0v++8WhnQvKhz3+u/7fTlf9tsnCJmPYgv7q4EjzG8QU7fKuVfdbupmKbwfZ+mdJYmFvN/Oua+IyNZ4m4g8A/hjghPBv3LOPZo5ZhJY5Zz7uv/+fuCVwGeANwFvd85N+2t0xVu072e8iURVBBWY3yeoe9cTwjkeIgjuB4Bv+P83oC/QBv/9G34//niLPhWXNeuvM8rSmJ0lEvNwhYjcH32KpAjcBbzZOXcj8JvAn+Qcs4nG+dgBQiTXZwIvEJH7ROTLIvL8Kj+gLH0/400kqhJHBBompJIEFayX0ZnqACEj0RZURTzi/25BZ7xn0Tf8MipkBwhq82HUNWSGaqEvE4leoAar5qecczcVPVhEVqKmFB+NlmzzVmTyxrQ2OR9CV3huBZ4PfEREtjnnOqosSYI30TN0O//sZvSFuEwIC7mJsJ6G33YYrWv2Axq3+Vn+/ylUwB5EBbcZZ12iu8sj3b7PicVDh9eYB4CTzrmd8UYRGSQom+5G13c3R4dsRuPcgL56f+MF7TdE5DJwBR2Ok5RUzYmeodvC4AAalP4gasCyEU3591XUV3c5mhZwG6ounkEF6oz/vs3vX+6P/6o/f6Mv76Avv9s2Cd2+z4nFQ0XjqtUisktEfqHQtZw7DTwhIq8GEOXHnHOzzrmd/vM7zrlDwBkRudVbM78ezYkC8LfAS/z5z0QVUU9Vuwvt05eCty8rneh5xtAZ7rWooBxFZ6/DwL2o4ZUQLKQHUSFr1sIr/f4f+OOH/fmWG/paX35yfUssBJ3uF6sIXS94Tznn3uCc+2Re+SLyQeDrwA4ROSAidwG/AtwlIt9Cx7W3N6nem4B3o7FtvocaVgG8B9jmXZQ+BNzZaTUz9Kmq2VyIUpSfRJ1ci2YI2kdIbHA96ouwD/gm8DJC2r9hdIHJAtQv8+d9ExW0W6PvoC/bZn+dhxfqRySWJIuxP3TOvbbJrpYuRs65+4Fn52yfAV5XsWqV6dvJo/lUJhJ1sBEdhe9DX4qbUSuOR9Fg9uv8cbE/7iAqbGP/WNu/zp/3qC/nZl/uPn+dOEd0IlGFbgrdigE02lI1Lyb6csZrpEg/nWeIuWnuyjKGdhqnaiyzCHnGRYOoby2ooLwa/a1PosLSIkzNEgxKBnxZNno1S2ZQ/+BT6Kx3B/r7xoAv+evkBe3otNHTEPq7pqjPz7fO9pEoRjf7wYrGVaecc0VciBYdfSl4LTdrt4OEL0UsJnEdL/t51N+10x1HnnA7QZg1HEUF43B0rAWsP8/czFeD0XkDmeMdGrN5JjrvOPnamk4vNF1CBwh13f9BktDtBtYPdjoyWcrHW56+FLxppttd6rz/vfIspwgzzkf8J4ugKfueIrgd2Qx4yG9fQ+PM9fv+ky2nV9bjFuOzXKp04/5XFLyrRWQX8MlmBlaLlb4UvInEQuBQo6hxgsHUYULUqqv8MdOo2ti0LrP++PN+/1WEQBsjhPXcGXTdt1fC/SUSXWbJqporGVeJyISI3CMie/zftTnHvFhEHow+F0TklX7fe0XkiWjfzrlXSSQ6x1mCf+5ygtAdR8PdGAOowL1IiFBlrPXH4883l6MZktBNLC4WMjvRYqaqVfNbgM8757YDn/ffG3DOfdGcm1HH5fPA30eH/IfI+fnBivVJJCpzHF3zPRJtO4Ou0T7tv9useJn/a4L2aX/cmejcI768dvLzJhK9joWMTFbN7VNV1Xw78CL///tQo83fmuf4VwGfcc4tlWQpiT5gFF2bPYWOCofQeM0DhOxFoAI1zqs76I+NjVrOEwyrjCvRjuYswbp5tS+7V9Z6E4kyVFzjTarmklzpw3Ph/25ocfwdwAcz294mIt8WkXeKSNMUpCLyBstiUa3KiUQjF9G13ev830to4FaLI3cNIbWJCd7jaKczQLBcjvdv8ufhyznmy42vk5ejN5FILH5aCl4R+ZyIPJTzaRaqq1k5k8CPAp+NNv82Ghzo+Wgs+qazZefcLufcTe1ks0gkinAJVQUPEwyhTqLCdAuNs9zNwA3oeu05VHie899voDEy+2p//nHCzHmjv84JkutNov+pGDJyydJS1eyce2mzfSJyREQmnXOHvGCdL6nwa4CPO+d+ONC32TIwLSJ/ieZXTCQ6xjAqNI+j67TTmf0X0UZ9GJhE05iYankKFZ6mLl6HGlZNolbNs8zNT3bOn2MzZLt+ItGPLHUjqbJUVTXfDdzp/7+TkAEij9eSUTN7YY3PIPFK4KGK9Ukk2iIWevsIyeuNQ6jv7o2ouuYM6uM7igrhEf931G8/44+70Z+XV96+JtdPJPqJGpIkLFnjqqqC9+3Ay0RkDxo//u0AInKTiLzbDhKRrWgUvi9nzv+AiOwGdqP913+tWJ9EojDZSD952bNBVcaCGk49hM5WdxAycI/478f9/vP++NVzSsq/TqcjDiUSdVHRqnne7ESLGelCRqTKiEj/VTrRc6xB3YHOMX+s4jXAKv//fkK6v/WEAPXH0IxDM+i6LmhO3pM0ZwxYgaqz5zsukSiKc67Z+LF2RkXctgrnPwIPLFWbnRS5KrFkOYkKzmHmD+5/kkbBOAN8GzWkWom6CR0ghOzbX+DaQ6jQP0tyKUr0L2kGVI4keBNLAvO3nSUkeliJCr2s3y1+v9AojLeiCT6n0czae9HZ8ElgG/AMVO38EI3ruENoBxXH0r3krzuMqqTP+v3ZeiYSvYoF0Ei0T9/m400k2uESKjBNmM2iAm4jKjyzrKExRCSEUJDDaOKDG4AX+7/fJ0Swyjuv2TU20pjtKVvPRKKXScZV5Ugz3sSSYh26NnsBnZWO+k92jXWYuUZPljjhNCoon4sKzjHUovk0uhY8nDlvhPzMMaN++wl0Nr0cXStOoSUT/ULKx1uOJHgL0OkE5YlGVqPrqnWshU6iM9BZVPA+RX5u3Gb4ftKYAAAOHklEQVRMoy5BN6IRX1b5ut3ot69vo6wpwm+6ihCCsg7Ba2vXeWr0RGdI/UaiGYtW8NbZ6NPL012mqC/X6DRqReyi79mgGaCq3uw1na/LCVTozkafQb99irntZSZnGzTOsi2vb15dymDpChPdo85+o1eFeC/WqR9YtII3NYjFQ51BJvb4TyuOZb6PogZQA6hR1jfQ2eRVwJPAY6gb0dP+OHMzgvnDuRn3FTimHWxAkFgc9GJ/loyryrNoBW8iUSeWS3eWoL59DPUBPuC/nyII3BSRKrEU6MUBQT+QBG8iUYBZ1CDrHEHwbkFVzgOo7+4pGt2BEolEIo/kTpRIFGAEnc2apfNG1G/3Wv/XshoN+uOa5rdMJBYRFUNGJneiRGKpME5jVqEiWMrACdRn9xHUnWgNOhM+jPrzXoMaWZ2gPUOpUfRlPNPGOYlEN6lhjTe5EyUSS4Uywu0MqmbeRHAZOoG6E53w3y1287kS10hhIxP9SFrjLUdSNScSni3obDhmBA26AfAdNJmCrd+eQINmmOCd9fu/47+vY67KeZyQRCGR6HcqRq5asqQZbyJB42w1ZjnqPjSL+t2aERVo53GB0Ik8gQb7mEVV0CsJISCNYX+d9cx1WUokEkuDJHgTS541qDA8wdyoUafQWa0J10f83yFUyA74v0PAQf8BFdKnmDuyP+7PGSUkWEgk+pHkx1ueJHgTS5ZhtOPIpv3LHrMRnb0OoJmHQK2ZV/r9K/13C8zxbF/uWdToKuvTG890h3y5ye830Y8kwVuOtMabWLLM0DoLkAnEceAK1GoZ1HjK1npnCcZU1/jjxjPnN+NSgWMSiV4lrfGWIwneRCLDKGoAtd1/3w8cQQXkFX7bYVRoDvi/h/32K/xxR/x5+HK20F4yhkSiH0iCtxxJ8CYSnjE0e9Ekqj4eBa732/ehgnSIxgxE8VrNev99vz9+zJ8/6suzsscW7ickEv1ECqCRSCxlxlH3n33++zZgGRqPeRNqQHUAuNL/fwx9eZYTXqLV6Oz3ACpgB4BHgR1oRqS9/ritqJFVCpaR6GdSAI3yJMGbSKCdyBH//82osB1G8/UeJCS3v4ymaLP/478S/X8cVTmvA3YS1NTf8Nex0JOJRD+TjKvKkQRvj9Kr+TfrRNAZYy9EbTqH3u9hdPY7hs54ryYIUfwxcQKEuOOZJTwzO/5qQjjIcV/+FEF4d5tRGn2RFytL4X3qBumeliMJ3h5lKTRoSyzfC8QC8yQ6IBhmbkCNS2h0KlChawns8duz67eWzcjKjQV4L9Ar93+h6ZX7nUhAEryJxBweQA2lRgi5diH4/ZowvowKYhO859AkCsMEAbsHFW7TpEhVicVFsk4uTxK8iUQOWSG5jmAwZUL1LDqbPeu/z6Av1DOBQ4QoWLHwTiQWE2mNtxzJnSiRKMAKVKjO0hh0I+54Lvn9Q/74RGKxk/x4y5FmvIlEhiHU6MgRZrOnCOEdzbhqOPrgt0+jqmVLpADqwyt+e6tIWYlEv5BiNZcnCd5EIsMyQirAWPCeQt2MjKzgBRWuB2nEol0dIQneRCKRVM2JxA/ZTHD32UcIprEmc8wO//9pdJZ72n/f4feTOc/KmvLlx8ckEv1MUjWXI814EwnPCTTCVBbLXDSJRqcyplDBay45a/z+SdS4Ki/j0UV/nURiMZBUzeVIgjeR8JyfZ984muhgkKAuXu6/L/ffL/nvW1AVdV5ISNfiOolEP7HUZ65lqaRqFpFXi8jDInJZRG6a57ifEZHHRORxEXlLtP1aEblPRPaIyIdFZLhZGYlEtxhGI1ANA08Dj/vta1Ghu9Z/f9zvj49PJBYrZlxV9tMKEXmPiBwVkYdaHz3n3BtFZLeXOX8kIuK3f1hEHvSffSLyYLtl10HVNd6HgF8CvtLsABEZBP4Y+FngBuC1InKD3/0O4J3Oue1on3VXxfokErWzkpDY/iHUyOo61GVo0P+9zm9/yB932Z+XSCRK817gZ0qe+y7gDWhWzu1WjnPul51zO51zO4G/Bv6mhnq2TSXB65z7jnPusRaH3Qw87pzb65ybAT4E3O5HIC8BPuaPex/wyir1SSTaZRxdmx2Z55gTaJahbxKsnA+iUake8X/NkvmsP+5R5l/LHfHXHS9b8USiB1hI4yrn3FfIvEYi8gwR+TsReUBE/kFErs+eJyKTwCrn3Nedcw54PxnZ4uXPa4APtvFza6MTa7ybgB9E3w8At6AeGyedc5ei7ZtIJDqIrcMWzRY07s+ZIiS6z9vfikvkG18lEv1EF4yrdgFvdM7tEZFbgD9BJ3Axm2gMGJcnW14AHHHO7Vmwms5DS8ErIp8DNubseqtz7hMFrpGXiMXNs71ZPd6Aqg5A4xS0rffvMFegWeV6lV6vH3SwjrOtDwFyhWpDHYvm2C16vZro9Wfd6/WD/qjjjtaH1MpnCW7qZVguIvdH33c553Y1O1hEVgK3AR/1S7aQr6wqIlteS5dmu1BA8DrnXlrxGgdQWxNjM/Ak2ojXiMiQn/Xa9mb12IWOdhCR+51zTY25eoFer2Ov1w9SHeui1+vY6/WD/qljJ6/nnCu7/lqWAVRLujPe6O2IHvBf70bXd2N3+QbZIiJDqG3SjQta23noRACNfwS2ewvmYeAO4G6ve/8i8Cp/3J1AkRl0IpFIJJYYzrnTwBMi8mrQdVoR+THn3KwZTDnnfsc5dwg4IyK3+rXc19MoW14KPOqc61r+kqruRL8oIgeAHwc+JSKf9duvEpFPA/jZ7K+jaonvAB9xzj3si/gt4DdE5HF0zfcvqtQnkUgkEosDEfkg8HVgh4gcEJG7gF8B7hKRbwEPA7c3Of1NwLtRL7/vAZ+J9t1BF9XMUNG4yjn3ceDjOdufBH4u+v5p4NM5x+1FrZ7bpek6QA/R63Xs9fpBqmNd9Hode71+kOrYcZxzr22yq6WK2zl3P/DsJvt+tUK1akFU45tIJBKJRKITpCQJiUQikUh0kJ4VvL0ejlJEJkTkHl/+PSKyNueYF0fhyR4UkQsi8kq/770i8kS0b+fcqyx8Hf1xs1E97o62L3hIz4L3caeIfN23h2+LyC9H+xbsPjZrW9H+EX9fHvf3aWu077f99sdE5KfrqlOb9fsNEXnE37PPi8g10b7cZ96FOv6qiByL6vJr0b47fbvYIyJ3drGO74zq910RORntW/D7KC1CJ4ryR77+3xaR50X7OnIPE23inOvJD/AjqF/al4CbmhwziC6cb0ND434LuMHv+whwh///T4E31Vy/PwDe4v9/C/COFsdPoFFYxvz39wKvWuB7WKiOwNkm2xf0HhatI/BMYLv//yo0+c+ahbyP87Wt6Jh/A/yp//8O4MP+/xv88SPAtb6cwS7U78VRe3uT1W++Z96FOv4q8L9yzp0A9vq/a/3/a7tRx8zxbwbe0+H7+E+A5wEPNdn/c6jxkAC3Avd18h6mT/ufnp3xut4PR3m7L7do+a8CPuOc62Rymnbr+EM6dA+hQB2dc991PsKMU8O9o8D6BahLTG7byhwT1/1jwE/5+3Y78CHn3LRz7gnUsrKMEWGl+jnnvhi1t3vpfCrgIvewGT8N3OOcO+Gcexq4h/Jxe+usY8cDL7ic0IkZbgfe75R70fgIk3TuHibapGcFb0HywlFuojPhKK906i+G/7uhxfF5Juxv86qhd4rIfOGCF7qOy0XkfhG511ThdC6kZ1v3UURuRmcm34s2L8R9bNa2co/x9+kUet+KnNuJ+sXcRaNLRd4zr5uidfxn/vl9TEQs2E4n7mFb1/Gq+muBL0SbO3EfW9HsN3TqHibapKv5eKVHwlE2LXye+rVZziTwo6gvs/HbwGFUiOxCfZp/t0t13OKce1JEtgFfEJHdwOmc40qZwNd8H/8KuNM5Z2Fia7mPeZfL2Zb9/Qva/lpQ+Boi8jrgJuCF0eY5z9w597288xe4jp8EPuicmxaRN6IahJcUPLcO2rnOHcDHnHNxxM9O3MdWdLMdJkrQVcHreiQcZZn6icgREZl0zh3yAuHoPEW9Bvi4c+5iVPYh/++0iPwl8Jvt1q+uOnr1Lc65vSLyJeC5aMqsyvewrjqKyCrgU8B/9Oo0K7uW+5hDs7aVd8wB0TB0q1GVYJFzO1E/ROSl6ADnhc65adve5JnXLTBa1tE5dzz6+udoqlA790WZc79Uc/3sOkWf1R3Av403dOg+tqLZb+jUPUy0Sb+rmrsZjvJuX26R8uesC3khY2upr2Rhkj60rKOIrDX1rIhcAfwE8EiH7mHROg6jgVre75z7aGbfQt3H3LY1T91fBXzB37e7gTtErZ6vRfOBfqOmehWun4g8F/gz4BXOuaPR9txnXnP9itZxMvr6CjS6Hah26OW+rmuBl9OoMepYHX09d6AGSl+PtnXqPrbibuD13rr5VuCUH5B26h4m2qXb1l3NPsAvoiO2aeAI8Fm//Srg09FxPwd8Fx1lvjXavg3t7B4HPgqM1Fy/dcDn0XSsnwcm/PabgHdHx21F07UOZM7/ArAbFRT/G1i5APewZR3RbB+7UWvO3cBdnbqHbdTxdcBF4MHos3Oh72Ne20LV2K/w/y/39+Vxf5+2Ree+1Z/3GPCzC/SOtKrf5/y7Y/fs7lbPvAt1/G9o6L9voQO966Nz/6W/t48D/6JbdfTf/wvw9sx5HbmP6KD9kH8HDqDr9W9E0+OBqpT/2Nd/N5EXSKfuYfq090mRqxKJRCKR6CD9rmpOJBKJRKKvSII3kUgkEokOkgRvIpFIJBIdJAneRCKRSCQ6SBK8iUQikUh0kCR4E4lEIpHoIEnwJhKJRCLRQZLgTSQSiUSig/x/uuLoYb5M6uoAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 720x432 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10,6))\n",
    "poppy.display_psf(psf, title='Ambitious Space Telescope PSF')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There is also a function for showing the difference between two PSFs. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "poppy.display_psf_difference(corpsf,corpsf2, title='Difference due to source offset')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And one for showing radial profiles:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10,8))\n",
    "poppy.display_profiles(psf)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "These profiles can be evaluated using 2 different functions:\n",
    "1. measure_ee() creates a function which allows you to input a radius and will output the EE value at that radius.\n",
    "2. measure_radius_at_ee() creates a function which allows you to input an EE value and will output the radius where that EE value is found"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The EE is 97.3% at radius=0.5 arcsec\n",
      "The radius is 0.033 arcsec at EE=50%\n",
      "These functions undo each other: the input = 0.100 yields ee(rad(input)) = 0.100\n"
     ]
    }
   ],
   "source": [
    "ee = poppy.measure_ee(psf)\n",
    "rad = poppy.measure_radius_at_ee(psf)\n",
    "\n",
    "print(\"The EE is {0:.1f}% at radius=0.5 arcsec\".format(float(ee(0.5))*100))\n",
    "print(\"The radius is {0:.3f} arcsec at EE=50%\".format(float(rad(0.5))))\n",
    "\n",
    "print(\"These functions undo each other: the input = {0:.3f} yields ee(rad(input)) = {0:.3f}\".format(\n",
    "    0.1, float(ee(rad(0.1)))))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "One can also make a variety of measurements, for instance the center. \n",
    "\n",
    "In this case, we see that for an even-sized array, the PSF is by default centered exactly in the middle between 4 pixels symmetrically.  (Remember that pixel centers have integer coordinates, so values ending in .5 are centered between adjacent pixels.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The PSF array shape is  (400, 400)\n",
      "The centroid is located at (199.500, 199.500)\n"
     ]
    }
   ],
   "source": [
    "print(\"The PSF array shape is \", psf[0].data.shape)\n",
    "print(\"The centroid is located at ({0:.3f}, {1:.3f})\".format(*poppy.measure_centroid(psf)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'e:\\\\Users\\\\tedco\\\\Anaconda3\\\\lib\\\\site-packages\\\\poppy\\\\__init__.py'"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhoAAAEICAYAAAAZT10rAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzt3Xm8HFWZ//HPl7BvYV8kQEA2gUGUXVFRAYPKMgIjyAAzoiiKjPrTEQdZZFFwdEAcZcggA+gICo4SBUUWcUXZEUGQAIFcQRBCQti35/fHOZ1UOn1vn7q3O53ufN+vV7/u7aqnTp+qrq5++tSpU4oIzMzMzLphsV5XwMzMzAaXEw0zMzPrGicaZmZm1jVONMzMzKxrnGiYmZlZ1zjRMDMzs65ZqBMNSW+SdHcHyztC0iOSnpK0agfKC0lPSzqlE/XrN5J+JumgUS57qqTHJQ1J2lDSUx2q05CkXQpjF8/v4cRRvM4uku6ou9zCbizv6aKg3T4j6VBJP1mwtTJb8CSdkr//2o+REREjPoBpwLPAU8AjwP8Ay+d5WwA/A54AZgI3Ae/M83YBXsnLNR4/avd63XoAS+T1eG0HywxgowW4DrsAQ73ahh1cjw2AZ4DVhpn/a+CfRln2ELBLYezi+T2c2Ott0sVtPVT5/P4VOBdYrtf1Gu17A5wMnNcU83Rev8eAq4D92+0TwAeAaztVrw6v+0bp0NzZbdci7h+BB/K2+z9gpcLylwbOA54EHgb+pWn+7sDd+TN+DbBet5cFlgG+n9cngJ2byv028ELT99G+lf3j2aZ5awCvAaYAfwNmAD8BNq6U+X7g5lyfIeCLwLim1z0IuCvvo/cCb2j1XgNnNk1fC7gor+cs4FfAdqXvH7Ah8FPSd/Nfga9W6wa8Ptf9GeAGYKtu7qulLRp7RsTyuXLbAZ/L038EXAmsmd+Yo/JGb3goIpavPPYsfL1uWJO0o9b+FapkTK0/uYzVx1JG4ess3u3X6ID1gUcj4rFeV2QRsUf+/G4H7AR8tjlA0mJj3cfr6PB+ukVev81IXyhnSTqmg+UPHElbAd8gfRGuBbwI/Gfh4icBE4H1gN2Af5O0ay53TeAS0j62KnAr8J1uL0v6sv4l8D5SYtDKF5q+j75fmbdH07xHgfHAD4FNSd8ftwI/qCyzNPAxYDVgR2AP4BONmZImAacAhwArAG8h/XCvOpSUxBwoaYnK9OWB3wGvA1bJ2+EyScvmstu9f/8F/CXPex2wK/ChvOxSwKWkRoOVgQuBHzZeX9LqkjTMNhydgoxlGrBr5fm/Az8mbdxgmCyYGr++gXcCdwKz88b5VKsycl0+DfyBlCF+k7QD/CQvexWwcovyN8nxQcr+rsnT30DK5mblv2+oLHMtaSf5DSnbna/lgoIWDVJm+flc989Upl9MyjRnkT4gW4y0PYDlcj2qrUSvAk4gfTi/TUryPgAsBZwBPJQfZwBLVbcp8G+kX4DTgIPyvO1IrVaLV+qyL3DrMOs2p+WBdBruOFKG/Sjpl8eKLZaZ1LQe51DJioHTgJeB5/L8M3LZZ+ZyZ+X3f/Nh6jQEfBK4Pcde2Fj3PP/ovN3/AhxG5ZcfTS0pjPCrl/TBndb0up8C/pjrPZm0b16R35efkT8reX0uyfWYSdrXXlMpa3Xgsrzc9cAXqvUANift6zNIv5b2HWH/m+fXPHA68MPK+p4EXJffk4lN7+kHgF/kbT8TmArskLfb9Lyv/GOl7L1IB+PZwIPAsc2/fIB/zvOuydvmiKb63gm8m3otGs0xB+T1WanVNmj33ub5H87r+zjpy2btptf8GHA/6TN0KrBYq3JHeq+AZfP78SBzjwNLkT6zjWPVUzT9ks3L7kT6IppJ+tV7JrBEnvdb5m3pmW//AL4EXFB5vinwfK7TJrm+r83z1s3b4U35+SPA2yrLfhH4dv7/I8AvK/NWzOVu1M1lm9btr7Ru0Tih5DMywj6xRt6u44eZ/6/ADyrPrwcOHaE8kY6/h+f9aJ82r/905T0Z9v3Lz+8Bdm/63H89//9O4MGmevyF/D0PHEPat4+nfatYUYvGiDNzQdMqFViX1CJwUq7cPaSkYx9gzabldqE80Xi4shOvDLy+VRm5Lr8jHcDXIX3x3EzK2JYiHbyOH+Y1JuadZPH8fBVSs9LBpIPHgfn5qnn+taQDwBZ5/hItymyZaJA+rIcAPyd9QM8CdmyKeT8py20kBbfW3R552gmkbHYf0hfYMsCJeTutQfrS+i1wUqWMl4D/yK/9FtIOvGmefycpu2+U/wPg/w2zTatfSocDfyadFlmBnDEPs1zzl/Q8Oyvzf+G/i/ShHZ/XcXNgrWHKHsrrvhbpV9GfgQ/kee/O23ZzUuL2PTqbaPw2b/MJ+X2/EXgt6ZfPL4BjcuxiwD/l7bQ06ZfIjZWyLgH+N7+XW5IOAtfmeSvk54eQ9stt8mttOsL22CX/vx7py+74yvpOIzURL5HLa040XiJ9RsaRvlAfIH2pLUU6YM1i7sHtbbm+i+X1fgx4d/U9Jv2KWjav2/uA31Tqug3pM704Y0s0liYlsrs1b4PC93b3XI+tc1nfYO6Pk8ZrXkX6bE4kJST/1Fxuu/cKOBu4Glg7b9+d8/vQ9uBN+lGwQy53Q9J+fuRI26Vp+cto+lxTObUMHEFKmpfJ63pqnr56LnvVynIHALfk/78OfK2p3LuAvbu5bNMy3Uo09gOmjzD/x8DJ+f8lSJ+dz+T9Yzrp9MXSlfi35m0+nvQd8X8jlL0t6TTHCoXv30dJn7VlSMejP5HOTED6sf6jpmV/yrynonbK++eMvI/+I/lz3rRcR0+d/FDSTNJB6BekJqjIG2oa8BXgYUm/lLRxZblXSZpZefzDMOW/CGwuacWIeCIibh6hLl+LiEci4i+k81a/j4hbIuJ50pfi6wrX6V3APRHxrYh4KSIuJO3U1dM750XEHXn+iyWFSjqHtOMeQNp5XhURR0TE76pxEXFuRMzO9T4BeK2k8Xl2ne0BcF1E/DAiXomIZ0nNaSdGxKMR8TdSi8rBTcscGxHPR8QvSDtt4705n7RTIWkV4B3M23w5nIOAL0fE/RExm9Ri8r4ONce/SPp1sxlARNwZEX8dIf6MiPhrRDxO+vBvnaf/A/DNvPzTpO3eSV/N23yI9Fm5LiJui4jnSL+KX5fr/0pEnJff/+dyPbaRtFxuvtwHOC4ino2IPwLfqrzGXsCfI+KCvF/elMveb4R6/Th/fn9F+tI4rTLv3Ij4U0S8GBEvtVi28Rl5GfguKVn5fN53Ls8xG+b1uiYi/pjX7zbSOea3NJV3fEQ8k/fTHwBbSNowzzsYuKipHn+oHkNIrUYjytt0BunHxGgcBJwTEbfmso4G3iJpQiXm1PzZnEZKvA5sUc6w75WkcaRk86iIeDgiXo6IX5ceZyLihoj4fS73PlILWvO2HsnypCSx6klSckREnEX6oXU9KWE/rrIcTcvOaiw3TLmN+d1ctsTRlX2p+fjx48q8S5oXlLQe6X3+ZKuCJX0Q2Ir0Aw7mJo/vISWQ25ASw+ppy0OByyJiFukY+65WFynk74XzSZ+d2XnyiO8f6Yfy1qTWxemklvkfj7DsPNsyIq6LiA+RWs3/m/SZGJJ0dqv1b6f0S2CfiFgpItaPiI/kgwQRMRQRR0bEq0nn3Z8GLqgs91BervH43jDl70v6dfSApF9I2mmEujxS+f/ZFs+Xp8yrSL/Oqh4gtZQ0TC8sq2pLUqejW4E/5ERiHpLG5asu7pX0JHPP262W/9bZHq3q2bxuD+RpDU/kL9pW878N7ClpedIX868i4uE2rz/cay5J+iUyJhHxM9I5x7OARyT9l6SRDjDVg8gzzN0nXsW826r5/R+ron0zv/9fknRffv+n5pjVSK1145rqWf1/feCNTV++7yUd2Ibz7srn98j85dmq7JJ1ejkncK3WaydJ10r6m6RZpF/3qzGvOa+XjyOXAAflL94DmDepgtRJbc4xBPhym/oiaWlSkjEjT3qJ9AuzaglSAtvKPPtyRDxJau0c7tjQ/PlqGOm9WpP0+bi33fq0ImkzSZdJ+mveh05k/m09kqdIyXvViqQvpob/Jh3PzoyIFyrLNWJbLTdSud1ctsSplX1praZ5767Mmydpl7QG6dTnVyPi4uZCJe1LauXfIyIa+9yz+e+Z+UfPo6TTF+/MyyxHOs7/b477Nam1dZ6ENcddRjql9O+VWcNuq9z/6QrSD4NlScfgtUhdAUZctnnd8rHiD8BtpM/LFs0xJTrW+SsippOavrYcxbI3RMTepGbnH5KatLvtIdKBoGo9UlPnnKrVLTQidiS19CwOXCPpeklHNmWq7yM1B+5KajabmKcrlzHc9hiuPs3Tm9dtvTytYeW8A883P7cUXQf8PekXZvOBfzitXvMFhu+YNZL51jMizoiI15P2r80Z5pdFGw+TTv9V61j1NOmD2dB8MOqUQ0gHnLeR3v+N8nSRvthfITV3NlTrPB24uimBXz4ijhxlXWrv4yO4iNTzf92IGE/qfzNPp7KIaH6980m/lnYnJcA3dKAe+5DOVzfKepC5n7GGDRg+0ZxnX85J7crMe2xo3o+qn6+Gkd6rR0ifj1e3WK7kPTmbdGpjo4hYkdTi0NjWJcvfQTq9BYCkTUjfB/fk5yuSvhi/CZwoaWWA3EL6t+qy+f9GJ/vmclcgbes7urxsV+Tj9lXAJRFxWov57yL9AHpXRMypS67vXxn+vdiXlKBPzq0rD5OON4dUyl6adAr6PlL/laqR3r/VSEnx1yLihUid7s8jJzktlhXwd1S2paTVJH1M0g2kCz4A3hwROw+zPiMadaIhaWVJn5e0Ue6xvhqp38Hv2i3bVM6Skg6SND43Gz5J6gzYbZcDm0h6n9K18e8lfYH9uM1ybeWm6H8lHYw+T+5tLOmwHLIC6UD4OOmL7QuNZdtsj0eAVSunWIZzIfC53Ht4NdJB6NtNMZ/Pr/UmUt+FaqZ+Aalj098xby/rdq/5SUkT8wHiFODCiHilcPmqR8jN8QCSts+PxUnJwAuMbh/5HvD+/GtwOVJnp6pbgX0lLZM/uO8fxWuUaH7/54zDkt/zH5Len2UkbUE+lZVNIZ1ueJ+kJfJje0mbdqmudawAzIiI5yTtSGqhaOfXpNaF0yhPaluStKqkg4GvAV+MiJl51ndJ++YmSrYjnbb47jBFXQgcJmkrpR76XyS17A1VYv5V0kq5Sf2oYcoa9r3Kp6LOA86QtFZu5Xqj0qmzR4HQ3FNKraxAau5+WtJryFcUAOSyH6fyGWrh28A+kt6QPwsnAhdHxDN5/tdI/Wc+QPqi+Xpl2QuAY/P6b076nJyX530f2FrSPvmL8nhS/6OpXV4WSUvl5QCWrPw/Kvk4+zNS/5zPtZi/W67T3+fTYs3+Bzgqf2mvQtpPGt8vh5JajP6OdIpja+DNwLaSXiNpSdIlq7OAf26RoI/0/j1CSnKPyN9tK5MSmNvystcA4yR9NO/f/0JqrfhFXq8PkTqDvon03bFeRBwdEaMf0yrad4CZRuWqk8r05Ui/RqYx9xr9C4F18vxdKOgMSmo+bFzv+yTpV8jOrcporgtNHXxITbVXDfM6E6l0Bs3TdiaN/TEr/925Mu9acifCEeresjPoMLGrkK+UIGWyl5Kaqh4g7QRB+mU77PbIy55LOojMZO5VJ99ueq2lSecTH2Zuj/Slq9uU1LP4MdKvvYObll82v/b5TdMPBW6rPK92HBxHSqqmk355XEDunZ3nPQXslJ+36wy6Mykzn0k657k76SqSxlgJ3yKPBQEcS6VjE/NfZTGn82B+fgzpg9jqqpPVSb9eZud1O5F5ryC4G3jvMOvQ/LoXAZ+rPP8w8NP8/wqkS8Nnk/bpQ5vqsQYpEW5cdfLvwBWVsl6T5z+W94WrydfBt9seTe/nfOOVMH9n0Or6bwa81BT/V3JHZ9JpgQfzek0hdaI8r9V73FTGCaRWnPUr00YzjsYM0kH0gKZlxpH6DE3N2/SO5vVuUaePkk5rzMjrsk7Ta34sv3ePk64AGO6qk5Heq2VJn82/kI5BvwCWzPNOIX2OZgLbtqjfW0n741Okq1VObnrdjzL3qqb3DLOOB+f362nSD4qV8/T3kD7Hjat2ViB98TT2/WVIx/7Z+TWax8J4B6lz6rPMPxZGN5cdyu9N9TEhz6vdGZS5x4enmh6vyvN/RTot13KsKNKx/GzmXhl0BqkT9XqkH0rzXTlHSmxOBd6eX/uZpvJ3avf+5Xmvz/vTzLwffRdYvTJ/G+CWvJ1vpDKOBun0yHxXbw6z7Yo6gyoH2yhIeo70y/TMiDi21/UpoTRq5rcjYkKbuHuBD0XEVQukYjYsSV8hHfQPaxvchyS9HzgkInbpdV3GStLhwH4RsXuv62LWTZJOIrXSLBURI7Ye9cPgTgutdhu3X+XOTUH6RWELWG4WHkc6B78DaeyJQ0ZcqE8pDUD0Eeb21u93W5B+/ZsNtPzjuugH9kJ9rxNb8CRdS+rc9NEYXf8KG7sVSf00niadjjw1Isbcd2hhkzvS/Y3U/Dtcf4m+IenHpA6+g5I0dY2kSZLuljRV0tEt5r9Z0s2SXpI00qXb1gd86sTMzBYYpUuZ/0waRnyI1A/twIi4sxIzkZRwfwqYEhHzjW1h/cOnTszMbEHaHpgaaaAxJF1Eutx/TqIRaSA0JLlVdQA40bCeGi/FGoWxSzUPuTSCxbq0Z7/cauzMFl4oGt8xeaZ9yBxPtw+Zo84RusamraXGZqh1Hne59iFzLNs+BIAla2yEcV3av14p3L8Anq+xcafCYxExpsHzJk2aFI89VnYfxJtuuukO0v2KGiZHxOT8/zrMO+DZEKkvkg0oJxrWU2uQru8rsX6N4bNWqDH4dJ2eKLMK7zc7vWQs1ezW8lCuqxH7bPuQOUqTvboerRG7TI3YdkPlVm3dPgSAdWuMqzm+RmydQfhnz2gf0/BAjXGL39mBUXAfe+wxbrzxxqJYSc9FxLbDzW4xzefwB5g7g5qZWYFITS4lDxgvabKkPVsUNMS8I6tOoPXIqjYg3KJhZmbtRcBLz7WPS2ZFxOHDzLsB2FjSBqTByg4g3ZbBBpRbNMzMrEBnWjQi3Z33SNKNv/4EfC8i7pB0oqS9ACRtJ2kI2B84W1JX72li3eUWDTMzay+iTm/VkVo0iIjLSUOzV6cdV/n/Bua9saD1MbdomJlZgY710bBFjFs0zMysvQ62aNiixS0aZmZWxi0aNgpu0TAzs/bilU5ddWKLGCcaZmZWoNapE7M5nGhYT40TjF+qLHapGkNHlg4VDvDog+WxZ88ui3tneZG8ucancMsa63V6jTpsVyO2jik1Yj9YI3aVGtvskcJtdkaN0Vw/9FR57BrrlcfW2cfHL10eS3FDxAjq9dEYL2ky8KOI+FEHXt36mBMNMzMr486gNgpONMzMrL16LRpmczjRMDOzArU6g5rN4ctbzcysvfCAXTY6btEwM7My7qNho+BEw8zM2nMfDRslJxpmZlbAiYaNjvto2HwkTZJ0t6Spko5uMX8pSd/N838vaWLT/PUkPSXpUwuqzmbWbe6jYaPjFg2bh6RxwNeB3YAh4AZJUyLizkrYYcATEbGRpAOA04D3VuafDvxkQdXZzBaACA9BbqPiFg1rtj0wNSLui4gXgIuAvZti9gbOz/9fArxdkgAk7QPcB9yxgOprZgtCvatOzOZwi4Y1WweYXnk+BOwwXExEvCRpFrCqpGeBz5BaQ4Y9bSLpcOBwgDWApwt/JM18tCwO4KmZ5bEnlYdyXGFqvt5ryst86fny2OlTy2M/UR7KlpvVCK7h1XeVxz5do9zNJ5bHTigc4n71P5WX+W+FQ9EDHFsj5V5+pfLY0s9N57iPho2OEw1rphbTojDm88DpEfFUbuBoKSImA5MBNpGayzazhZITDRsdJxrWbAhYt/J8AvDQMDFDkhYHxgMzSC0f+0n6ErAS8Iqk5yLiP7tfbTPrKl/eaqPkRMOa3QBsLGkD4C/AAcD7mmKmAIcC1wH7AddERABvagRIOgF4ykmG2YCo1xnUbA4nGjaP3OfiSOAKYBxwbkTcIelE4MaImAJ8E/iWpKmklowDeldjM1swfJt4Gx0nGjafiLgcuLxp2nGV/58D9m9TxgldqZyZ9UitRMOXt9ocTjTMzKw999GwUXKiYWZmBZxo2Og40TAzs/YCJxo2Kk40zMyswCu+6sRGxYmGmZm15z4aNkpONKynngdKR9Vepsaw4r+pUYeDa8SuuEpZ3DNPlpd55/T2MQ2rlYfyxknlsctOqFFwDWtNLI/9zU/LY2+tMRT75uu2j4Hy9xbg4MfKY79dHsoba+zjz9YotzM6l2hImgR8lXQJ/TkRcWrT/KWAC4BtgMeB90bENEmrku6vtB1wXkQc2ZEKWVf5pmpmZtZeo4/GGG+qVrlD9B7A5sCBkjZvCptzh2jS3aBPy9OfA45lhHsp2cLHiYaZmRXo2N1bR32H6Ih4OiJ+TUo4rE/41ImZmRXo2KmTUd8hGqhx0soWFk40zMysvah11clqkm6sPJ+c79oMY7tDtPUhJxpmZtZevatOXgRupvW9TsZyh2jrQ040zMysTGfudTKWO0R3haQRrzmKCCc5Y+BEw8zMCnTm7q1jvUO0pGnAisCSkvYBdo+IO8e4cjeRTs0Md8pmwzGWv0hzomFmZu3VO3Uy4t1bx3KH6IiYWFqJUhGxQafLtLl8eauZmbXX6Axa8sgtGpL27HW161Dyj5KOzc/Xk7R9r+vV79yiYWZmZTrUorEQ+wbwCvA24CRgNvB90kikNkpONKynngP+VBh7Q41yC0edBuDBGrE3F17FX2dE770mlsdu/Pry2MXWr1GJ5WvE1rDsCuWxb1+2PPaem8tjp0wrixsqL7LWUPCzasSeXSN2gX/zLRr3OtkhIl4v6RaAiHhC0pK9rlS/86kTMzMrUGtk0L48dQK8mIdIDwBJq5NaOGwM3KJhZmYFOtcZdCF2JvADYA1Jp5Aurf1cb6vU/5xomJlZe4vAqZOI+F9JNwFvJ13quk9ElJ7dtWE40TAzs/Yi6gxBPuw4GgszSbtGxFXAXZVph0bE+SMsZm040TAzswKLxKmT4yTtS7oN/fLAOcDzzL2TrI2CO4OamVmBjt0mfmH2FuBe4Fbg18B3ImK/3lap/znRMDOz9mKRuOpkZdIt6+8ltWSsL6nVsORWgxMNMzMrU55ozIqIw/upf0b2O+AnETGJNFTJq4Df9LZK/c99NMzMrL1F4KoTYNeIeBAgIp4FjpL05h7Xqe850TAzswKv1LnqpK9I2iwi7gJWk9Q88OtTvajTIHGiYT0V+VGizvB8F9eI3bdG7EGblcWtu2l5mUusWqMCy9SIrfPjc0aN2DpqnJxdbO3y2E3fVh778cfL4qbfXV7mDXe1j2k4rn3IHHXu3lX6uemYAF55eUG/6oLySeBw4Cst5gXp3ic2Sk40zMysTHm231fjaDQuxY2It/a6LoPIiYaZmbUX1Ek0+nIcDUlLAx8Bdiat8a+A/4qIwTxntIA40TAzszKDf3uxC0i3hv9afn4g8C1g/57VaAA40TAzs/aCev1++tOmEfHayvOfS7qtZ7UZEB5Hw8zMyrxS+Ohft0jasfFE0g54HI0xc4uGmZm1V6+PRr/aAThE0oP5+XrAnyTdDkREbNW7qvUvJxo2H0mTgK8C44BzIuLUpvlLkc5lbgM8Drw3IqZJ2g04FVgSeAH4dERcs0Arb2bdM6BXnVRM6nUFBpETDZuHpHHA14HdgCHgBklTIuLOSthhwBMRsZGkA4DTgPcCjwF7RsRDkrYErgDWWbBrYGZdM+BXnUTEA72uwyByHw1rtj0wNSLui4gXgIuAvZti9mbubZMvAd4uSRFxS0Q8lKffASydWz/MrN81Tp0Mdh8N6wK3aFizdYDpledDpPOWLWMi4iVJs4BVSS0aDfsCt0TE8yO92GLAsoUVe11hHMAbasRuVzjaJ8CGzVtiOKvXqECNwRZfvK889pJLy2PXLA+t5ZEasfs1p7MjWGLDGrGrlMVtuFJ5mXV8vMYoos/WKLf0c9Mxi8ZVJ9YFbtGwZq1uidw82vGIMZK2IJ1O+VDLF5AOl3SjpBvrHFjNrMcGuEVD0jhJV/W6HoPIiYY1GwLWrTyfADw0XIykxYHx5LtlSJoA/AA4JCLubfUCETE5IraNiG3r3LrDzHpsgBONiHgZeEbS+F7XZdD41Ik1uwHYWNIGwF+AA4D3NcVMAQ4FrgP2A66JiJC0EnAZ8NmI8LXnZoNk0bi89TngdklXAk83JkbEUb2rUv9zomHzyH0ujiRdMTIOODci7pB0InBjREwBvgl8S9JUUkvGAXnxI4GNgGMlHZun7R4Rjy7YtTCzrhj8ROOy/LAOcqJh84mIy4HLm6YdV/n/OVqM/R8RJwMnd72CZrbgdbBFY7Rj9eR5nyVdYv8ycFREXJGnnwu8G3g0IrYcTb0i4nxJywDrRcTdoynD5uc+GmZmVualwscIKmP17AFsDhwoafOmsDlj9QCnkzqXk+MOALYgDa71jVwewHmMccAtSXsCtwI/zc+3ljRlLGWaEw0zMyvRuXE0Rj1WT55+UUQ8HxH3A1NzeUTEL8md0sfghFzezFzmrcAGYyxzkedEw8zMypQnGqs1LmHPj+oooa3G6mkeQXiesXqAxlg9JcuOxUsRMatpWvPl/VaT+2iYmVl7AVHeR+NF4GZa3+tkLGP1lCw7Fn+U9D5gnKSNgaOA33aw/EWSWzTMzKzIK6+UPcj3OhnmhmpjGaunZNmx+Bip/8fzwIXAk8DHO1j+IsktGtZTzwGlIzTXGKGaX9SIXanOcOGFw1lT5w4vNYYV/32NC+8O/MKK5cETdymPrWPatcWhvz7uyeLYnee75mkEpcOVl7631NtnZtQYgvwt5aHUGGG+IyLg5fIhyEe6e+tYxuqZAnxH0n8ArwI2Bq4fzfq0EhHPAMdIOi09jdmdKntR5kTDzMyK1Dh1MuzdW8cyVk+O+x5wJ+n6lo/mET2RdCGwC6l/yBBwfER8s876SdoOOBdYIT+fBbw/Im6qU47Ny4mGmZm1FTHntEjP1OE6AAAbbElEQVSJkVo0Rj1WT553CnBKi+kHFtdueN8EPhIRvwKQtDPwP8BWHSh7keVEw8zMitRINIZt0VjIzW4kGQAR8WtJPn0yRk40zMysvXpXnfSr6yWdTeoIGsB7gWslvR4gIm7uZeX6lRMNMzMrUiPRGPHUyUJs6/z3+KbpbyAlHm9bsNUZDE40zMysrZpXnfTlqZOIeGuv6zCInGiYmVlbQa0+GmZzeMAuMzNrL/fRKHmQT53km5TZIs4tGmZmVmQRuOrEusAtGmZm1lbj1EnhEOR9Kd8A7qOSVu51XQaJWzSsp5YA1i6M3aTG3npLeae17hwYnykPverC8thdT162PPhNR5fHrvF35bF1rLtjcejOJ5xcHHvV58o38K6fKA4tVmefqTEQfK19fO0a+3hHdG4I8oXZAcA/AzdIupE0WNfPIsJ3cB0Dt2iYmVl79fpojHRTtYVWREyNiGOATYDvkIYjf1DS5yXVuBuOVTnRMDOztoJaiUbfkrQV8BXg34Hvk27q9iRwTS/r1c986sTMzIr0c/+LEpJuAmaS7nlydEQ8n2f9XtIbe1ez/uZEw8zM2ls0hiDfPyLuq06QtEFE3B8R7+lVpfqdT52YmVlbNa866ddxNC4pnGY1uEXDzMzaG+AhyCVtBmxBSpCqLRcrAkv3plaDw4mGmZkVGeBTJ5sC7wZWAqqtMLOBD/akRgPEiYaZmbUVMbidQSPiUuBSSTtFxHW9rs+gcaJhZmZFBrVFQ9K/RsSXgPdJOrB5fkQc1YNqDQwnGmZm1t4At2gAf8p/b+xpLQaUEw3rqWWBrQtjVykdqxzYYXp57HNPl8fyQmHc8+1DGmpd+rXhruWxdYYVX22zOrXojhrrthhTysudXRi3VHmRdfaZHcpDa+3jW9fYxzuhMWBXob4agrxRx4g4vzFN0mLA8hHxZM8qNiB8eauZmbWXrzopedCnQ5BL+o6kFSUtB9wJ3C3p072uV79zomFmZm0tCndvBTbPLRj7AJcD6wEH97ZK/c+JhpmZtVfvpmr9aglJS5ASjUsj4kVSjmVj4ETDzMyKLAItGmcD04DlgF9KWp90QzUbA3cGNTOzIn3eWtFWRJwJnFmZ9ICkt/aqPoPCiYaZmbUV9YYg70uSlgL2BSYy7/fjiT2p0IBwomFmZu0N9jgaDZcCs4CbqHWRuo3EfTRsPpImSbpb0lRJR7eYv5Sk7+b5v5c0sTLvs3n63ZLesSDrbWbd08mrTrpxjBmuTElH5mkhabU2VZsQEe+NiC9FxFcaj/ZrZCNxomHzkDQO+DqwB7A5cKCkzZvCDgOeiIiNgNOB0/KymwMHkO6COAn4Ri7PzAZAJ6466cYxpk2ZvwF2BR4oWMXfSqox0p2VcKJhzbYHpkbEfRHxAnARsHdTzN5AYwS9S4C3S1KeflFEPB8R9wNTc3lm1u86d3lrN44xw5YZEbdExLTCtdwZuCm3jPxB0u2S/lC4rA3DfTSs2TpAdXDjIeYfRXlOTES8JGkWsGqe/rumZddpfgFJhwOHA6zSsWqbWTc1Tp0UWk1S9b4hkyNicv6/W8eYdmWW2GMUy1gbTjSsmVpMax6wZriYkmXJB5zJAOtLHgzHrE+8XP5pfSwith1mXjeOMa1a52sfWyLiAUk7AxtHxP9IWh1Yvm45Ni+fOrFmQ8C6lecTgIeGi5G0ODAemFG4rJn1oQBeKXyQb6omac8WRXXjGNORY4+k44HPAJ/Nk5YAvl23HJuXEw1rdgOwsaQNJC1J6njVfKvMKcCh+f/9gGsiIvL0A3KP8Q2AjYHrF1C9zazLovDByDdV68YxpqTMEn8P7AU8DRARDwErjKIcq3CiYfOIiJeAI4ErgD8B34uIOySdKGmvHPZNYFVJU4FPAkfnZe8Avke66+FPgY9GxMsLeh3MrDtqJBrDtmh04xgzXJkAko6SNERq5fiDpHNGWMUXckITednlam8km4/7aNh8IuJy0p0Lq9OOq/z/HLD/MMueApzS1QqaWU/UGK9rVkQcPtzMbhxjWpWZpzcPKz6S70k6G1hJ0geB9wMjJSZWwImGmZm11eijUWi8pMnAj4Y5fbJQiogvS9qNdCO1TYHjIuLKHler7znRMDOzIp1q0VhYSTotIj4DXNlimo2S+2iYmVlbHbzqZGG2W4tpHltjjNyiYWZmRWoMTNFXLRqSjgA+AmzYNBLoCqQhzG0MnGiYmVmRAb5563eAnwBfJF/hks2OiBm9qdLgcKJhPfUMcGth7JYPl5f7+xp1mFTnArYlOxxHzYP3fVeVx667Y52Su+PR28tja6xbrW3WhVEQlq6xz9TZFyfW2MdLPzedVKNFo686g0bELNLt4Q/MN2hbk/T9uLyk5SPiwZ5WsM850TAzs7YCqDEoTl+dOmmQdCRwAvAIc/PZALbqVZ0GgRMNMzMrMsCnTho+DmwaEY/3uiKDxImGmZm1VRn1c5BNJ51CsQ5yomFmZkUGfcAu4D7gWkmXAc83JkbEf/SuSv3PiYaZmRUZ9AG7gAfzY0lqdem2kTjRMDOzthaFUycR8fle12EQOdEwM7Mig3orZklnRMTHJf2IFvlUROzVYjEr5ETDzMzaqtmi0W99NL6V/365p7UYUE40zMysyKD20YiIm/LfX/S6LoPIiYaZmRUZ9D4a1h1ONKynXgRKR13+80vl5T5Zow6LdeMexsuWh+56YHnsr094pjh25xNPLS944i7lsXVMu7Y4tM661dlmxe9F+cvX2mfq7It19vEao5V3ROPurWZ1OdEwM7MibtGw0XCiYWZmRQb4qpOWV5s0+KqTsXGiYWZmbdU8ddJvV534apMucqJhZmZFapw66berTny1SRc50TAzsyKD3hlU0sbAF4HNgaUb0yNiw55VagB0o7+9mZkNmKjx6GP/A5wFvAS8FbiAuYN52Sg50TAzsyIvFT762DIRcTWgiHggIk4A3tbjOvU9nzoxM7O2BqC1osRzkhYD7pF0JPAXYI0e16nvuUXDzMyKLAKnTj5OGuLtKGAb4GDg0J7WaAC4RcPMzIoMemfQiLgh//sU8M+9rMsgcaJhPbU0sFlh7PU1yl2lRuzMv9Uod0Zh4LgaFVirPHSHd5XHXvhv5YNfr8mU8oJreKRG7H571wiusc14vjCu9L2l5j5THlprHy/93AAdeXc7OQS5pHOBdwOPRsSWNZfdBjgPWAa4HPiXiAhJJwAfBBrvzr9FxOU1y94E+DSwPpXvx4hwP40xcKJhZmZFOnha5DzgP0lXddR1FnA48DtSojEJ+Emed3pEjGXwrYuB/wL+m8EdCHWBc6JhZmZFOvXNGxG/lDSxOk3Sq4GvA6uTbnH3wYi4qylmbWDFiLguP78A2Ie5icZYvRQRZ3WoLMvcGdTMzNqqOY7GapJurDxKRgmdDHwsIrYBPgV8o0XMOsBQ5flQntZwpKQ/SDpX0so1Vq/hR5I+ImltSas0HqMoxyrcomFmZkVq9NF4LCK2LQ2WtDzwBuBiSY3JS7UKbTGtcUbnLOCk/Pwk4CvA+0vrkDWuMPl0U/keGXQMnGiYmVmRGn006t5UbTFgZkRsXZ0oaRxwU346hZRMTKiETAAeAoiIRyrL/Tfw4/LqJhGxQd1lrD0nGmZm1lbNq05q3VQtIp6UdL+k/SPiYqVmja0i4jagOfmYLWlH4PfAIcDX8vS1I+LhHPb3wB/Lqzun7CWAI4A350nXAmdHxIt1y7K53EfD5sjnI6+UdE/+2/Icp6RDc8w9kg7N05aVdJmkuyTdIenUBVt7M+u2lwsf5BYNSXu2KkfShcB1wKaShiQdBhwEHCbpNuAOYLgLno8AzgGmAvcytyPolyTdLukPpPuUfGIUq3gWaaCub+THNnmajYFbNKzqaODqiDhV0tH5+WeqAblj1PHAtqQfOTdJmkIareDLEfFzSUsCV0vaIyI61RvczHqsU7eJj4gDh5k1qW0dIm4E5ht7IyIOLq/esLaLiNdWnl+TEx8bA7doWNXewPn5//NJl401ewdwZUTMiIgngCuBSRHxTET8HCAiXgBuZt5zqWbWxxqnTkoetGnRWIi9nC+zBUDShng8jTFzi4ZVrdk4xxkRD0tqdTOhdYDplefNl5chaSVgT+Cr3aqomS143eqjsRD5NPBzSfeRrnBZHw9FPmZONBYxkq6i9QDOx5QW0WLanBZVSYsDFwJnRsR9w9ThcNLIfixPGpmnxC2FcVBvKOcd72ofU9e6m5bHLrFqjdgabUQHfqw8tms3sajTZlqnDrPKQ198vCxu+t3lZd5QY585ozyU7bsU2yldvOpkoRARV0vaGNiUdKy7KyJKB7G3YTjRWMRExK7DzZP0SKPndh6B79EWYUPALpXnE0g9sxsmA/dExLDH14iYnONYQ+rzmz2aLRpq3pm1r1o0JL0tIq6R9J6mWa+WRET8X08qNiCcaFjVFNKANafmv5e2iLkC+ELlipTdgc8CSDoZGA98oPtVNbMFbYA7K7wFuIZ0yrdZAE40xsCJhlWdCnwvX2r2ILA/gKRtgQ9HxAciYoakk4DG7ZRPzNMmkE6/3AXcnEf3+8+IOGeBr4WZdVzNcTT66tRJRByf/z0xIu6vzpPkQbzGyImGzRERjwNvbzH9RiqtFBFxLnBuU8wQrftvmNmAGNRTJxXfB17fNO0S0ngaNkpONMzMrEi3+gz3mqTNgC1ILTHVfhorAkv3plaDw4mGmZkVGeCe25sC7wYal+Y3zAY+2JMaDRAnGmZm1taA99G4FLhU0k4RcV2v6zNoPDKomZkVqXGvk1kRcXg/JBlNPpwHHARA0sqSzh1pAWvPLRpmZtZWzXE0+tVWETGz8SQinpD0ul5WaBC4RcPMzIrUuNdJv1qsetfqfBNJ/yAfI29A6ylRfk1snax4/xqxf64R+9vCoacn1Biieq+J5bEbN194N4LF1i+PZfkasXU8VR76ygPlsffcXB47ZVpZ3FB5kaxWI7bOvji9fcgcvbiWfNCHIAe+AvxW0iX5+f7AKT2sz0BwomFmZm3V7Azal+NoRMQFkm4C3krK5d4TEXf2uFp9z4mGmZkVGeAhyOeIiDsk/Y08foak9SLiwR5Xq6+5j4aZmRWJwke/krSXpHuA+4FfANOAn/S0UgPAiYaZmbXVOHUy4J1BTwJ2BP4cERuQbsnwm95Wqf850TAzsyKD3qIBvJjv+bSYpMUi4ufA1r2uVL9zHw0zMyvS560VJWZKWh74JfC/kh4FXupxnfqeWzTMzKyt0taM3KIxXtJkSXu2KmshtjfwDPAJ4KfAvcx77xMbBbdomJlZkRpXnfTd5a2SxgGXRsSupMab83tcpYHhFg0zM2tr0DuDRsTLwDOSxve6LoPGLRrWU0sDrymMrTEoZq1u4uvViN2zcEjIJZcpL/P2aeWxD9aIfeOk8thlJ5TH1vFMjeE2f/PT8thZNerwrnXL4l54trzM2x4rj60zAMM7a8TWqG7H9HlHzxLPAbdLuhJ4ujExIo7qXZX6nxMNMzMr0q+tFTVclh/WQU40zMysrQG4dHVYjdE/I8L9MrrAfTTMzKzIAPfR+GHjH0nf72VFBpETDTMzaytIV52UPNqRdK6kRyX9sW49JG0j6XZJUyWdKUmVeR+TdLekOyR9qU6xlf83rFsnG5kTDTMzK9LBFo3zgBrdledxFnA4sHF+TAKQ9FbSOBhbRcQWwJdrlBnD/G8d4ETDzMyKdGoI8oj4JTCjOk3SqyX9VNJNkn4labPm5SStDawYEddFRAAXAPvk2UcAp0bE8/k1Hq2xaq+V9KSk2cBW+f8nJc2W9GSNcqwFdwY1M7MiXf6pPxn4cETcI2kH4BvA25pi1gGqF00P5WkAmwBvknQK6TLVT0XEDSUvHBHjxlRzG5ETDTMza6sxYFeh1STdWHk+OSImDxec7y/yBuDiSpeLpVqFDlM1SN9nK5Puvrod8D1JG+aWD+shJxpmZlakxhDkLwI3Az+KiB8VxC8GzIyIee6UmocFvyk/nULqn1EdXm4C8FD+fwj4v5xYXC/pFWA14G/l1bZucKJhZmZt1RxHo9a9TiLiSUn3S9o/Ii7OV5JsFRG30XSb9txvYkfg98AhwNfyrB+STrVcK2kTYEmgxhiu1i1ONKynlgI2KoxdZaXycjeYWR57UnkoG8xoHwOwXum46sDWpRsAuGFqeexVNYb03nK+bned8ce7ymOfbh8yx3Y1ttnirRrgW3jsL+Vlfqs8lGNrxC5fYx+fUWMf75Qap07GS5rMMC0aki4EdiGdYhkCjgcOAs6S9DlgCeAi4LYWZR9BumplGeAn+QFwLnBuvmT2BeBQnzZZODjRMDOzIjUSjRFbNCLiwGFmtb3kNSJuBLZsMf0F4B+La2gLjC9vNTOztkovbc1NCOMlTZa0Zy/qagsXt2iYmVmRbvXRsMHmRMPMzNoK4KVeV8L6kk+dmJlZEZ86sdFwi4aZmRXxqRMbDbdomJlZkRo3VXOLhs3hRMPmkLSKpCsl3ZP/rjxM3KE55h5Jh7aYP2U0t382s4VXzatOZkXE4YWjgtqAc6JhVUcDV0fExsDV+fk8JK1CGlxnB2B74PhqQiLpPcBTC6a6ZrYgdfA28bYIcaJhVXsD5+f/z2fu7Zer3gFcGREzIuIJ4EryIDv5xkifBE5eAHU1swUoSPc6KXmYVbkzqFWtGREPA0TEw5LWaBGzDjC98rx6m+aTgK8Az4z0IpIOBw4HWBNYbumyyq3UqjbDWHWd9jENX3iwPPbs2WVx77yjvMw1a3wKlysP5fQasXvVGCq8jik1Yj9RI/av08pjHym8JvPyGq//hRXKY9dYrzz25RfLY59/rjyWOrEjqNEZdMQhyG3R4kRjESPpKmCtFrOOKS2ixbSQtDWwUUR8QtLEkQrIt4ueDLDZYvK9CMz6RKeGILdFixONRUxE7DrcPEmPSFo7t2asDTzaImyIdDOkhgnAtcBOwDaSppH2qzUkXRsRu2BmA8G/Cmw03EfDqqYAjatIDgUubRFzBbC7pJVzJ9DdgSsi4qyIeFVETAR2Bv7sJMNscATuDGqj40TDqk4FdpN0D7Bbfo6kbSWdAxARM0h9MW7IjxPzNDMbcO4MaqPhUyc2R0Q8Dry9xfQbgQ9Unp8LnDtCOdNocRtnM+tfjRaNQu4ManM40TAzsyIegtxGw4mGmZkVcWdQGw0nGmZm1lbNUydmczjRMDOzIk40bDScaJiZWREnGjYaTjSsp14OmFU4PPJKz5aXu8Iy5bFrTSyP/fhjZXHTHy4v85eFQ2QDXFceyrgasTfUiK2jTh3+u0bsTjW22daFcR9fu7zM8auVx6rGIALPPFkeW/q56RRfdWKj5UTDzMyKeAhyGw0nGmZmVsRXndhoONEwM7O2AicaNjpONMzMrIg7g9poONEwM7O2At/HxEbHiYaZmRXxqRMbDScaZmZWxKdObDR8m3gzMysShY92JJ0r6VFJf6xbB0nbSLpd0lRJZ0pSnv5dSbfmxzRJt9Yt27rDiYaZmbXVGLCr5FHgPGDSKKtyFnA4sHF+TAKIiPdGxNYRsTXwfeD/Rlm+dZgTDTMzK/Jy4aOdiPglMKM6TdKrJf1U0k2SfiVps+blJK0NrBgR10VEABcA+zTFCPgH4MK662fd4T4a1lNT4bF3wgNFwdNrFDyd1YDCAcMXCv1U357X9cf1wsvqW2PY+Fqx9XRr267fgTKuINWvxNKSbqw8nxwRk9ssMxn4cETcI2kH4BvA25pi1gGGKs+H8rSqNwGPRMQ9hXW1LnOiYT0VEat3o1xJN0bEtt0ouxv6qb79VFfor/ouzHWNiNGe6mhL0vLAG4CLc5cLgKVahbaqWtPzA3FrxkLFiYaZmfXaYsDM3L9iDknjgJvy0ymk/hkTKiETgIcq8YsD7wG26WptrRb30TAzs56KiCeB+yXtD6mfhaTXRsTLjQ6eEXFcRDwMzJa0Y+6LcQhwaaWoXYG7ImJo/lexXnGiYYOq3fnghU0/1bef6gr9Vd9+quuoSboQuA7YVNKQpMOAg4DDJN0G3AHsPcziRwDnAFOBe4GfVOYdgE+bLHSUOu6amZmZdZ5bNMzMzKxrnGiYmZlZ1zjRsL4laRVJV0q6J/9deZi4Q3PMPZIObTF/ymiGQl6Q9ZW0rKTLJN0l6Q5Jp3apjpMk3Z2Hdz66xfyl8lDPUyX9XtLEyrzP5ul3S3pHN+rXibpK2i0PCnV7/ts8VsNCVd/K/PUkPSXpUwuivmad4kTD+tnRwNURsTFwdX4+D0mrAMcDOwDbA8dXv+AlvQd4asFUd8z1/XJEbAa8DnijpD06Wbl8KeHXgT2AzYEDJW3eFHYY8EREbAScDpyWl92c1BFvC9KQ0N/I5XXFWOpKGhBrz4j4O+BQ4FvdqmeH6ttwOvN2fDTrC040rJ/tDZyf/z+fpqGIs3cAV0bEjIh4AriSfG+EPEjQJ4GTF0BdYQz1jYhnIuLnABHxAnAz844n0AnbA1Mj4r78Ghcxf8//6jpcArw9X2a4N3BRRDwfEfeTrgjYvsP160hdI+KWiGiMvXAHaRTLVoNDLRT1BZC0D3Bfrq9ZX3GiYf1szXxdPfnvGi1i1mHewcurQxafBHwFeKablawYa30BkLQSsCepVaST2r52NSYiXgJmAasWLttJY6lr1b7ALRHxfJfqOV9dsuL6SloO+Azw+S7X0awrPDKoLdQkXQWs1WLWMaVFtJgWkrYGNoqITzSfCx+LbtW3Uv7ipHECzoyI++rXcPSv3SamZNlOGktd00xpC9Lpid07WK/hjKW+nwdOj4inKsNzm/UNJxq2UIuIXYebJ+kRSWtHxMP5ro6PtggbAnapPJ8AXAvsBGwjaRrpc7CGpGsjYhfGoIv1bZgM3BMRZ4ylnsMYAtZteu2HhokZyknPeNJdOEuW7aSx1BVJE4AfAIdExL1drGdzXRrq1HcHYD9JXwJWAl6R9FxE/Gf3q202dj51Yv1sCqkzH/nvpS1irgB2l7Ry7lS5O3BFRJwVEa+KiInAzsCfx5pkdLO+AJJOJn35fLxL9bsB2FjSBpKWJHXunNIUU12H/YBr8u26pwAH5CsnNgA2Bq7vUj3HVNd86uky4LMR8Zsu1rEj9Y2IN0XExLyvngF8wUmG9ZWI8MOPvnyQzrdfDdyT/66Sp28LnFOJez+pc+JU4J9blDMR+OPCXF/SL+AA/gTcmh8f6EId3wn8mTS08zF52onAXvn/pYGLc92uBzasLHtMXu5uYI8FsD1HVVfgc8DTle14K7DGwlrfpjJOAD7V7br64UcnHx6C3MzMzLrGp07MzMysa5xomJmZWdc40TAzM7OucaJhZmZmXeNEw8zMzLrGiYaZmZl1jRMNMzMz65r/D0WYoyjxlc0/AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "poppy.display_psf(psf, imagecrop=0.1)\n",
    "poppy.__file__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The FWHM is 0.015 arcsec at 1.0 microns \n"
     ]
    }
   ],
   "source": [
    "print(\"The FWHM is {0:.3f} arcsec at {1} microns \".format(poppy.measure_fwhm(psf), psf[0].header['WAVELEN']*1e6))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Next Steps"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The package documentation lists the other available OpticalElement classes, and has some examples of more complex coronagraphic calculations. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You may find that you need an OpticalElement which is not represented among the various predefined classes. There are two ways to proceed in this case. \n",
    "\n",
    "1. You can create a representation of that optic using some outside tool, and save it as a FITS file to load in using the FITSOpticalElement class. This allows representing arbitrarily complex apertures, so long as it is sufficient to do so on a fixed numerical grid.\n",
    "2. You may define your own OpticalElement classes that define complex analytic functions that will be evaluated on the fly. The existing elements provide a good starting point for this, and see also the several custom OpticalElements defined inside the WebbPSF package. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We encourage users to contribute their own models and simulations back into the poppy Examples page. Similarly if you create any generally useful OpticalElement classes, pull requests are very much welcomed. \n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
